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View our work on COVID-19 vaccinationsAccess to Energy
Accountability & Transparency
Age Structure
- Age dependency breakdown by young and old dependents
- Age dependency ratio
- Age dependency ratio projections
- Child dependency ratio – the ratio between under-19-year-olds and 20-to-69-year-olds
- Growth of the population by age group
- Growth of the population by age group
- Median age vs. children per woman
- Number of children under 5 years old
- Old-age dependency ratio
- Population by age bracket with UN projections
- Population by broad age group
- Population by broad age group projected to 2100
- Population by young, working age and older groups
- Population growth rate vs. median age
- Population under five years old
- Population younger than 15 years
- Projected change in dependency ratio depending on labor force participation
- Projected population by age cohortUN (2015 to 2100)
- Size of young, working age and elderly populations
- Size of young, working-age and elderly populations
- The UN projections of the future population younger than 15 years, by world region
- Youth dependency ratio
Agricultural Employment
- Agriculture value added per worker
- Agriculture value added per worker vs. GDP per capita
- Average income of large-scale food producers
- Average income of small-scale food producers
- Employment in agriculture vs GDP per capita
- GDP per head vs share of agriculture in employment
- Number of people employed in agriculture
- Share of agricultural landowners who are female
- Share of agriculture in GDP vs GDP per capita
- Share of agriculture in GDP vs GDP per capita
- Share of agriculture in total employment
- Share of employed women working in agriculture vs. GDP per capita
- Share of employment in agriculture, industry, and services
- Share of the labor force employed in agriculture
- Share of the labor force working in agriculture
Agricultural Production
- Apple production
- Average farm size
- Avocado production
- Banana production by region
- Banana production in tonnes
- Barley production
- Bean production
- Cashew nut production
- Cassava production
- Cereal production
- Cereals allocated to food, animal feed and fuel
- Chicken meat production
- Cocoa bean production
- Cocoa beans production
- Coffee bean production
- Coffee production by region
- Crop production in England over the long-term, million tonnes
- Daily hempseed production
- Global allocation of crops to end uses by farm size
- Global crop production by farm size
- Grape production
- Maize production
- Milk production
- Oil palm production
- Orange production
- Pea production
- Potato production
- Rapeseed production
- Rice production
- Rice production by region
- Rye production
- Sesame seed production
- Share of cereals allocated to animal feed
- Share of cereals allocated to food, animal feed or fuel
- Share of cereals allocated to human food
- Share of cereals allocated to human food vs. GDP per capita
- Share of cereals allocated to industrial uses
- Soy production, yield and area harvested
- Soybean production
- Soybeans: are they used for food, feed or fuel?
- Sugar beet production
- Sugar cane production
- Sunflower seed production
- Sweet potato production
- Tea production
- Tea production by region
- Tobacco production
- Tomato production
- Value of agricultural production
- Wheat production
- Wine production
- Yams production
Agricultural Regulation & Policy
Air Pollution
- Absolute number of deaths from ambient particulate air pollution
- Air pollutant emissions
- Air pollution deaths from fossil fuels
- Air pollution vs. GDP per capita
- Air pollution, London vs. Delhi
- Death rate from air pollution
- Death rate from ambient particulate air pollution
- Death rate from particular matter air pollution vs PM2.5 concentration
- Death rate from particulate pollution vs GDP per capita
- Death rates from air pollution
- Death rates from air pollution
- Death rates from air pollution
- Death rates from ambient particulate air pollution vs. GDP per capita
- Death rates from outdoor air pollution in 1990 vs. 2017
- Deaths from household and outdoor air pollution
- Deaths from outdoor air pollution by region
- Deaths from outdoor air pollution, by age
- Disability-adjusted life years (DALYs) from particulate pollution
- Emissions of air pollutants
- Emissions of air pollutants
- Emissions of particulate matter
- Exposure to air pollution with fine particulate matter
- Global SO₂ emissions
- Global sulphur dioxide (SO₂) emissions by world region
- Number of deaths from air pollution
- Number of deaths from air pollution
- Number of deaths from air pollution
- Number of deaths from outdoor air pollution
- Outdoor air pollution death rate
- Outdoor air pollution death rate vs. GDP per capita
- Outdoor air pollution death rates by age
- Outdoor air pollution deaths by age
- Outdoor air pollution deaths in 1990 vs. 2017
- Ozone (O₃) concentration
- Particulate matter exposure in 1990 vs. 2017
- Share of deaths from air pollution
- Share of deaths from outdoor air pollution
- Share of population exposed to air pollution above WHO targets
- Share of the population exposed to air pollution levels above WHO guidelines
- Sources of air pollution in the UK
- Sulphur dioxide (SO₂) emissions
- Sulphur dioxide (SO₂) emissions
- Sulphur dioxide (SO₂) emissions per capita
- Sulphur oxide (SO₂) emissions
Alcohol Consumption
- Alcohol consumption by tourists
- Alcohol consumption by type of alcoholic beverage
- Alcohol consumption per capitaPer capita alcohol consumption in high-income countries
- Alcohol consumption per person
- Alcohol consumption per person
- Alcohol consumption vs. GDP per capita
- Alcohol expenditure
- Alcohol expenditure as a share of total household expenditure
- Alcohol-attributable fraction of mortality
- Average alcohol consumption by 15-19 year old males vs females
- Average per capita alcohol consumption in 15-19 year olds
- Beer as a share of total alcohol consumption
- Beer consumption per person
- DALY rates from alcohol use disorders by age
- Death rates from alcohol and drug use disorders
- Death rates from alcohol use disorders
- Deaths from alcohol and drug use disorders
- Deaths from alcohol use disorders
- Mental health as a risk factor for alcohol dependency or abuse
- Number of people with alcohol use disorders
- Number of people with alcohol use disorders by region
- Number with an alcohol use disorder
- Per capita alcohol consumption, kilograms per year
- Prevalence of alcohol use disorders by age
- Prevalence of alcohol use disorders in males vs. females
- Share of adults in the UK who drank alcohol on 5 or more days in last week by income
- Share of adults who drank alcohol in last year
- Share of adults who drank, drank heavily or binged in last 30 days
- Share of adults who have not drank alcohol in last year
- Share of alcohol in total household consumption
- Share of crimes which are alcohol-related
- Share of demographic who don't drink alcohol, United Kingdom
- Share of drinkers who "binged" on heaviest day of drinking in last week, United Kingdom
- Share of drinkers who have had a heavy drinking session in past 30 days
- Share of men vs. share of women who drank alcohol in last year
- Share of people with alcohol use disorders receiving treatment
- Share of population who drank alcohol in the last week, United Kingdom
- Share of population who never drink alcohol
- Share of population with alcohol use disorder vs. alcohol consumption
- Share of population with alcohol use disorders
- Share of population with alcohol use disorders
- Share of population with an alcohol use disorder
- Share of road traffic deaths attributed to alcohol
- Share of the population who don't drink alcohol, United Kingdom
- Share of the population with alcohol use disorders
- Spirits as a share of total alcohol consumption
- Spirits consumption per person
- Standard alcoholic drink measure, grams per unit
- The disease burden from alcohol use disorders
- Wine as a share of total alcohol consumption
- Wine consumption per person
Animal Rights
Antibiotics
Biodiversity
- African elephant carcass ratio
- Annual change in the share of cropland used for pollinator dependent crops
- Annual fish catch relative to mean catch by region
- Black rhino population
- Change in bird populations in the EU
- Change in the vulnerability of agriculture to pollinator decline
- Changes in UK butterfly populations
- Countries that are contracting Parties to the International Treaty on Plant Genetic Resources for Food and Agriculture (PGRFA)
- Countries that are parties to the Nagoya Protocol
- Coverage by protected areas of important sites for mountain biodiversity
- Drivers of recovery in European bird populations
- Endemic amphibian species
- Endemic bird species
- Endemic mammal species
- Endemic reef-forming coral species
- Fish species threatened
- Fish stocks and fishing intensity by group
- Fish stocks and fishing intensity by region
- Fishing intensity
- Fishing intensity by region
- Global biomass vs. abundance of taxa
- Health of fish stocks by fish group
- Health of fish stocks by region
- Indian rhino population
- Javan rhino population
- Living Planet Index
- Living Planet Index by region
- Mountain Green Cover Index
- Number of African elephants
- Number of Asian elephants
- Number of accessions of plant genetic resources secured in conservation facilities
- Number of coral bleaching events
- Number of coral bleaching events by stage of the ENSO cycle
- Number of local animal breeds for which sufficient genetic resources are secured in conservation facilities
- Number of rhinos poached
- Number of seized rhino horns and pieces
- Number of severe coral bleaching events by stage of the ENSO cycle
- Number of threatened endemic mammal species
- Number of whales killed
- Number of whales killed per decade
- Proportion of important sites for freshwater biodiversity that are covered by protected areas
- Proportion of local livestock breeds classified as being at risk of extinction
- Protected area, marine and terrestrial
- Red List Index
- Share of cropland used to grow pollinator dependent crops
- Share of important terrerstrial biodiversity sites that are protected
- Share of land area that is protected
- Share of marine territorial waters that are protected
- Share of species threatened with extinction
- Share of traded species that are traded as pets
- Share of traded species that are traded as products
- Southern White rhino population
- Status of membership in the International Whaling Commission
- Status of the world's fish stocks
- Sumatran rhino population
- The decline of global whale populations
- Threatened endemic bird species
- Threatened endemic reef-forming coral species
- Threatened mammal species
- Total official development assistance for biodiversity, by donor
- Total official development assistance for biodiversity, by recipient
- UK butterflies: how are species populations changing long-term?
- UK butterflies: how are species populations changing short-term?
- Weight of seized rhino horns
- Which countries are members of the International Whaling Commission?
Books
Burden of Disease
- Asthma prevalence
- Burden of disease
- Burden of disease by cause
- Burden of disease from injuries, by age
- Burden of disease, by age group
- Child deaths from pneumonia by risk factor
- DALY rates from communicable, neonatal, maternal & nutritional diseases
- DALY rates from injuries
- DALY rates from non-communicable diseases (NCDs)
- Death rate from pneumonia for children vs. GDP per capita
- Deaths from pneumonia, by age
- Diabetes prevalence
- Diabetes prevalence vs GDP per capita
- Disability Adjusted Life Years lost due to communicable diseases per 100,000
- Disease burden by age
- Disease burden by risk factor
- Disease burden due to communicable diseases vs. GDP per capita
- Disease burden from communicable, maternal, neonatal & nutritional diseases by age
- Disease burden from communicable, maternal, neonatal and nutritional diseases
- Disease burden from injuries
- Disease burden from non-communicable diseases
- Disease burden from non-communicable diseases by age
- Disease burden from non-communicable diseases vs. GDP per capita
- Disease burden vs. health expenditure per capita
- Global disease burden by region
- Hepatitis B incidence rate
- Life expectancy vs. expected years lived with disability or disease
- Lymphatic Filariasis – World Map of the WHO Status
- Lymphatic Filariasis, treated population and population that requires treatment but is not treated
- Number of child deaths from diarrheal diseases by risk factor
- Share of disease burden from NCDs vs. GDP per capita
- Share of disease burden from communicable diseases vs. GDP per capita
- Share of total disease burden by cause
- Total disease burden by cause
- Years lived with disease or disability vs. GDP per capita
Business Environment
- Female share of employment in senior and middle management
- New business density (new registrations per 1,000 people ages 15-64)
- Percentage of firms with a top female manager
- Power outages in firms in a typical month
- Share of people who prefer a male vs a female boss
- Share of people who report having intentions to start business
- Share of women who prefer a male boss vs. Share of men who prefer a male boss
- Time required to start a business
CO2 and Greenhouse Gas Emissions
- Annual CO₂ emissions
- Annual CO₂ emissions from cement
- Annual CO₂ emissions from coal
- Annual CO₂ emissions from flaring
- Annual CO₂ emissions from fossil fuels, by world region
- Annual CO₂ emissions from gas
- Annual CO₂ emissions from oil
- Annual growth in GDP and CO₂ emissions
- Annual percentage change in CO2 emissions
- Annual share of global CO₂ emissions
- Are consumption-based CO₂ per capita emissions above or below the global average?
- Are per capita CO₂ emissions above or below the global average?
- Atmospheric CO₂ concentration
- Average temperature anomaly
- CO2 emissions by fuel
- CO₂ emissions by fuel type
- CO₂ emissions by sector
- CO₂ emissions embedded in global trade
- CO₂ emissions embedded in trade
- CO₂ emissions from aviation
- CO₂ emissions per capita vs GDP per capita
- CO₂ emissions per capita vs. share of electricity from renewables
- CO₂ emissions per capita vs. share of people living in extreme poverty
- CO₂ reductions needed to keep global temperature rise below 1.5°C
- CO₂ reductions needed to keep global temperature rise below 2°C
- Carbon dioxide emissions by income level
- Carbon emission intensity of economies
- Carbon emission intensity vs GDP per capita
- Carbon intensity of energy production
- Carbon intensity vs. GDP per capita
- Change in CO₂ emissions and GDP
- Change in per capita CO₂ emissions and GDP
- Consumption-based CO₂ emissions
- Consumption-based CO₂ emissions per capita vs GDP per capita
- Consumption-based CO₂ emissions vs. population share
- Consumption-based Kaya Identity: drivers of CO₂ emissions
- Consumption-based carbon intensity
- Consumption-based vs. production-based CO₂ emissions per capita
- Cumulative CO₂ emissions
- Cumulative CO₂ emissions by world region
- Cumulative CO₂ emissions from cement
- Cumulative CO₂ emissions from coal
- Cumulative CO₂ emissions from flaring
- Cumulative CO₂ emissions from gas
- Cumulative CO₂ emissions from oil
- Energy use per capita vs. share of population in extreme poverty
- Food: greenhouse gas emissions across the supply chain
- Global CO₂ atmospheric concentration
- Global CO₂ emissions from fossil fuels and land use change
- Global CO₂ emissions from fossil fuels and land use change
- Global CO₂ emissions if everyone lived like the average citizen in...
- Global emissions from food by life-cycle stage
- Global warming potential of greenhouse gases over 100-year timescale (GWP₁₀₀)
- Green Climate Fund (GCF) signed pledges
- Greenhouse gas emissions by sector
- Greenhouse gas emissions by sector
- Greenhouse gas emissions from agriculture
- Greenhouse gas emissions from food systems
- Greenhouse gas emissions per 100 grams of protein
- Greenhouse gas emissions per 1000 kilocalories
- Greenhouse gas emissions per capita
- Greenhouse gas emissions per capita per day
- Greenhouse gas emissions per kilogram of food product
- Imported or exported CO₂ emissions per capita
- Kaya Identity: drivers of CO₂ emissions
- Life expectancy at birth vs. CO₂ emissions per capita
- Meat consumption vs. GDP per capita
- Methane atmospheric concentration
- Methane emissions
- Methane emissions by sector
- Nitrous oxide atmospheric concentration
- Nitrous oxide emissions
- Nitrous oxide emissions by sector
- Per capita CO₂ emissions from domestic aviation
- Per capita CO₂ emissions from domestic aviation vs. GDP per capita
- Per capita CO2 emissions by fuel type
- Per capita CO2 emissions by sector
- Per capita CO2 emissions from cement
- Per capita CO2 emissions from coal
- Per capita CO2 emissions from flaring
- Per capita CO2 emissions from gas
- Per capita CO2 emissions from oil
- Per capita CO₂ emissions
- Per capita CO₂ emissions from aviation
- Per capita CO₂ emissions from aviation, tourism-adjusted
- Per capita CO₂ emissions from domestic aviation vs. land area
- Per capita CO₂ emissions from international aviation
- Per capita CO₂ emissions from international flights, tourism-adjusted
- Per capita CO₂ emissions from transport
- Per capita CO₂ emissions in 2017 vs 1990
- Per capita consumption-based CO₂ emissions
- Per capita greenhouse gas emissions
- Per capita methane emissions
- Per capita methane emissions by sector
- Per capita nitrous oxide emissions
- Per capita nitrous oxide emissions by sector
- Production vs. consumption-based CO₂ emissions
- Production vs. consumption-based CO₂ emissions per capita
- Share of cumulative CO₂ emissions from oil
- Share of global CO₂ emissions from aviation
- Share of global CO₂ emissions from cement
- Share of global CO₂ emissions from coal
- Share of global CO₂ emissions from flaring
- Share of global CO₂ emissions from gas
- Share of global CO₂ emissions from international aviation
- Share of global CO₂ emissions from oil
- Share of global CO₂ emissions vs. share of population
- Share of global cumulative CO₂ emissions
- Share of global cumulative CO₂ emissions from cement
- Share of global cumulative CO₂ emissions from coal
- Share of global cumulative CO₂ emissions from flaring
- Share of global cumulative CO₂ emissions from gas
- Share of the global greenhouse gas emissions from food
- Share of total greenhouse gas emissions that come from food
- Status of net-zero carbon emissions targets
- Total greenhouse gas emissions
- Total greenhouse gas emissions, excluding land use and forestry
- Transport CO₂ emissions vs. population density of cities
- Transport's share of global greenhouse gas emissions from food
- Which countries have set a net-zero emissions target?
- Year-on-year change in CO₂ emissions
Cancer
- Cancer death rates by age group
- Cancer death rates by type
- Cancer death rates in the United States over the long-run
- Cancer deaths by type
- Cancer deaths by type
- Cancer deaths by type
- Cancer incidence
- Death rate from cancer
- Death rate from cancers vs. GDP per capita
- Death rate from cancers vs. extreme poverty
- Death rate from cancers vs. income inequality
- Deaths from cancer, by age
- Disease burden rates by cancer types
- Disease burden rates from cancers
- Five year survival rate from liver cancer
- Five year survival rates by cancer type
- Five year survival rates from breast cancer
- Five year survival rates from lung cancer
- Five-year breast cancer survival rates vs. GDP per capita
- Five-year cancer survival rates by sex and race
- Five-year cancer survival rates in the USA
- Five-year lung cancer survival rate vs. GDP per capita
- Lung cancer death rates
- Lung cancer death rates in males (per 100,000)
- Number of people with cancer
- Number of people with cancer by type
- Prevalence of cancer by age
- Share of cancer deaths attributed to risk factors
- Share of population with cancer
- Share of population with cancer
- Share of population with cancer by age
- Share of population with cancer vs. GDP per capita
- Three measures of cancer mortality
Capital Formation
Cardiovascular Diseases
Causes of Death
- Age-standardized death rate from cardiovascular diseases, per 100,000 individuals
- Age-standardized death rate from non-communicable diseases
- Cancer death rates by age group
- Cancer death rates by type
- Cancer deaths by type
- Cardiovascular disease death rate vs. GDP per capita
- Cardiovascular disease death rates by age
- Causes of death in children under 5
- Causes of death in under-5s
- Causes of deaths for 15 to 49 year olds
- Causes of deaths for 50 to 69 year olds
- Causes of deaths for children between 5 and 14
- Causes of deaths for people who were 70 years and older
- Cholera deaths in Great Britain over the long-term
- Death rate by cause
- Death rate due to road traffic injuries
- Death rate from Alzheimer & other dementia
- Death rate from cancer
- Death rate from cardiovascular disease
- Death rate from diarrheal diseases
- Death rate from drowning
- Death rate from fires and burns
- Death rate from malnutrition
- Death rate from opioid overdoses
- Death rate from road accidents
- Death rate from tuberculosis
- Death rate from tuberculosis, by age
- Death rate from unintentional poisoning
- Death rate from venomous animal contact
- Death rates by broad cause category
- Death rates from mental health and substance use disorders
- Death rates through the 20th century
- Deaths by age
- Deaths by cause
- Deaths from cancer, by age
- Deaths from cardiovascular diseases, by age
- Deaths from dementia-related diseases, by age
- Deaths from diarrheal diseases, by age
- Deaths from drowning, by age
- Deaths from fire, by age
- Deaths from mental health and substance use disorders
- Deaths from protein-energy malnutrition, by age
- Deaths from road incidents, by age
- Deaths from stroke, by age
- Deaths from tuberculosis, by age
- Diarrheal disease death rates by age
- Diarrheal disease death rates vs. access to sanitation
- Drowning death rate vs. GDP per capita
- Drowning death rates – children under the age of 5
- Drowning deaths rate by age
- Fire death rates by age
- Heptatitis death rate
- Incidence of venomous animal contact
- Malnutrition death rate vs. GDP per capita
- Mortality caused by road traffic injury (per 100,000 people)
- Mortality from non-communicable diseases
- Motor vehicle, motorcyclist, cyclist and pedestrian deaths
- Number of deaths by cause
- Number of deaths by risk factor
- Number of deaths by risk factor aged 15-49
- Number of deaths by risk factor aged 5-14
- Number of deaths by risk factor aged 50-69
- Number of deaths by risk factor aged 70+
- Number of deaths by risk factor for under-5s
- Number of deaths from road injuries
- Number of executions
- Number of reported road incidents
- Probability of death from any of the top global causes of death
- Protein-energy malnutrition death rates by age
- Relative coverage of causes of death in The Guardian newspaper
- Relative coverage of causes of death in the New York Times (NYT)
- Relative share of Google searches for causes of death
- Relative share of deaths in the United States
- Respiratory disease death rate
- Respiratory disease death rates by age
- Respiratory disease deaths by age
- Road deaths over the long-term
- Road incident death rate vs. GDP per capita
- Road incident death rates by age
- Road mortality rate per 100,000: IHME vs. WHO data
- Road traffic deaths
- Share of deaths by cause
- Stroke death rates
- Stroke death rates by age
- Total number of deaths by cause category
- Total number of fatal shark attacks
- Total shark attacks per year
- Twentieth century of deaths
Child Health
- Child mortality rate vs. share of population practicing open defecation
- Child mortality vs. Prevalence of child wasting
- Child mortality vs. Prevalence of stunting
- Coverage of diphtheria-tetanus-pertussis vaccine
- Coverage of the human papillomavirus vaccine
- Infant mortality vs. prevalence of prenatal care
- Prevalence of childhood stunting vs. improved sanitation facilities
- Prevalence of childhood stunting, male vs. female
- Prevalence of stunting vs. improved sanitation facilities
- Prevalence of undernourishment vs share of children who are stunted
- Prevalence of underweight children vs. extreme poverty
- Proportion of children aged 36-59 months who are developmentally on track
- Share of children that are underweight
- Share of children who are overweight
- Share of children who are overweight
- Share of children who are stunted
- Share of children who are stunted
- Share of children who are stunted vs GDP per capita
- Share of children who are wasted
- Share of children who are wasted
- Share of children with diarrhea receiving treatment
- Share of children younger than 5 who suffer from stunting
- Stunting vs GDP per capita
- Stunting vs level of prosperity
- The percentage of neonates protected at birth against neonatal tetanus
Child Labor
- Average weekly working hours of children
- Child labor in Italy
- Children in employment vs hours worked by children
- Does the constitution place limits on child employment?
- Global incidence of child labor
- Global incidence of child labor by age groups
- Global labor force participation rates for children
- Incidence of child labor in the UK
- Incidence of child labor in the United States
- Incidence of child labor in the United States
- Number of children (5-14 years) in employment
- Percentage of children (aged 7-14) in employment by sex
- Share of children aged 5-17 years engaged in labour
- Share of children aged 5-17 years engaged in labour
- Share of children in employment
- Share of children in employment
- Share of children in employment vs. GDP per capita
- Share of children in employment, boys vs girls
- Share of working children who work only
- Various measures of child labor incidence
- Weekly hours worked by children (7-14) vs GDP per capita (PPP)
- Working children out of school vs Hours worked by children
Child Mortality
- Annual number of births by world region
- Breakdown of child mortality by cause
- Causes of death in children under five years old
- Child death rates by cause for boys vs. girls in India
- Child deaths by life stage
- Child deaths from rotavirus
- Child deaths in 1960 vs. 2019
- Child deaths in the 1st year of life
- Child mortalityUN (from 1950)
- Child mortalityLong-run data; Gapminder & UN IGME
- Child mortality by income level of country
- Child mortality by sexWorld Bank
- Child mortality by sex
- Child mortality by source
- Child mortality from diarrheal diseases vs. access to basic handwashing facilities
- Child mortality from diarrheal diseases vs. access to sanitation
- Child mortality from respiratory infections vs. access to clean fuels for cooking
- Child mortality from respiratory infections vs. share taken to a healthcare provider
- Child mortality in the past vs 2019UN IGME
- Child mortality rateIHME, GBD
- Child mortality rateUN IGME (1960 to 2017)
- Child mortality rateWith SDG Target
- Child mortality rateUN IGME
- Child mortality rate in 2010 and 2017UN IGME
- Child mortality rate in boys and girls per 1,000 live births
- Child mortality rate vs. share of population practicing open defecation
- Child mortality rate, 1970 v. 2019UN IGME
- Child mortality rate, including UN projections
- Child mortality vs GDP per capita
- Child mortality vs level of prosperity
- Child mortality vs per capita total health expenditure
- Child mortality vs share of children immunized against diphtheria, pertussis, and tetanus
- Child mortality vs. Prevalence of anemia among pregnant women
- Child mortality vs. Prevalence of child wasting
- Child mortality vs. Prevalence of stunting
- Child mortality vs. Share of children who are anemic
- Child mortality vs. extreme poverty
- Child mortality vs. health expenditure
- Child mortality vs. prevalence of teenage pregnancy
- Child mortality vs. share with respiratory infections taken to a healthcare provider
- Child mortality vs. women's average years of schooling
- Child mortality: IHME vs UN IGME estimates
- Child mortality: UN IGME vs UN DESA comparison
- Childhood deaths from the five most lethal infectious diseases worldwide
- Children per woman that survived childhood vs those that died in childhood
- Death rate from neonatal preterm birth complication
- Death rates from pneumonia in children under 5
- Diarrheal diseases death rates in children under 5
- Effect of gov't effectiveness & healthcare spending on child mortality
- Extreme poverty and child mortality
- Global child deaths by cause
- Global child mortalityGapminder & the World Bank
- Global infant deaths by region
- Global infant mortality by cause for boys vs. girls
- Has country already reached SDG target on child mortality?
- Has country already reached SDG target on neonatal mortality?
- Infant mortality by sex
- Infant mortality rateUN IGME (1960 to 2017)
- Infant mortality vs. prevalence of prenatal care
- Live births in England and Wales at or under 22 weeks gestation
- MDG4.A: Child mortality rate (per 1,000 live births)
- Maternal mortality vs. Neonatal mortality
- Neonatal mortality vs. births attended by skilled health staff
- Neonatal, infant and child mortality rates
- Number of child deaths
- Number of child deaths
- Number of child deaths by source
- Number of children per who died before they were five years old per woman
- Number of deaths from pneumonia in children under 5
- Number of infant deaths
- Number of neonatal deaths
- Number of neonatal deaths
- Number of neonatal deaths by region
- Number of preterm births
- Number of under-five deaths
- Number of under-five deaths by region
- Preterm birth rate vs. GDP per capita
- Prevalence diarrheal diseases in children vs. GDP per capita
- Prevalence of diarrheal disease in children vs. diarrheal treatment
- Preventable child deaths from rotavirus vaccination
- Share of children with symptoms of pneumonia who are taken to a health provider
- Share of preterm births by country
- Stillbirth rate in England and Wales (per 1,000 total births)
- The decline of child mortality by healthcare spending
- The decline of child mortality by level of prosperity
- Youth mortality rate
Civil Wars
Climate Change
- Annual sea surface temperature anomaly
- Climate change: Antarctic sea ice extent
- Climate change: Arctic minimum sea ice extent
- Climate change: change in mass of ice sheets
- Climate change: change of mass of US glaciers
- Countries with national adaptation plans for climate change
- Economic Impacts of 1.5°C
- Economic Impacts of 2°C
- Economic Impacts of 2°C vs 1.5°C
- Global atmospheric CO₂ concentration
- Global atmospheric methane concentration
- Global atmospheric nitrous oxide concentration
- Global warming: heat content in the top 2,000 meters of the world’s oceans
- Global warming: heat content in the top 700 meters of the world’s oceans
- Global warming: monthly sea surface temperature anomaly
- Global warming: monthly temperature anomaly
- Green Climate Fund (GCF) pledges per capita
- HadCRUT Surface Temperature Anomaly
- Ocean acidification: mean seawater pH
- Sea level rise
- Sea surface temperature anomaly
- Snow cover
Colonialism
Communication Technology
Consumer Credit, Debt & Saving
- Adjusted net saving (current US dollars)
- Adjusted net savings per capita
- Genuine saving and GDP per capita (in international dollars)
- Genuine savings per capita
- Loan from a financial institution, poorest 40% vs richest 60%
- Population using informal saving (%)
- Share of adults borrowing from a financial institution vs family or friends
- Share of adults borrowing from a private informal lender
- Share of adults borrowing from different sources
- Share of adults who report saving money in the past year
- Various measures of national saving/investment (per capita, in international dollars)
- Various measures of national saving/investment compared to GDP (per capita, in international dollars)
Consumption Baskets
Consumption Inequality
Contraception & Abortion
- Children per women vs. unmet need for contraception
- Contraceptive prevalence: modern methods vs any methods
- Demand for family planning satisfied by modern methods
- Fertility rate vs. contraceptive prevalence
- Legality status of abortion
- MDG5.B: Share of married women using contraceptives
- Share of women using contraceptives
- Women who make their own informed decisions regarding sexual relations, contraceptive use and reproductive health care
Coronavirus disease [COVID-19]
- 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 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 yearsP-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
- 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?
Corruption
- Average rating of perceived corruption in public sector
- Average years of schooling vs. Corruption Perception Index
- Bribe payers index
- Bribery Rates
- Corruption Perception Index
- Corruption Perception Index vs. Share of people who have bribed
- Human Development Index vs. Corruption Perception Index
- Incidence of bribe requests, private sector
- Perception of Corruption by Institution
- Share of people paying bribes to access education services
- Share of people who think political parties are very corrupt
- Transparency Accountability Index vs. Share of people paying bribes
- Unpaid parking violations per diplomat in New York City by country of origin, 1997-2002
Crime
Crop Yields
- Almond yields
- Area of land needed to meet global vegetable oil demand
- Area of land needed to produce one tonne of vegetable oil
- Banana yields
- Barley yields
- Bean yields
- Cashew nut yields
- Cassava yields
- Cereal yield
- Cereal yield vs. GDP per capita
- Cereal yield vs. fertilizer use
- Cereal yields vs. GDP per capita
- Cereal yields vs. tractor inputs in agriculture
- Change in calorie production as a result of climate change impacts on crop yields
- Cocoa bean yields
- Coffee bean yields
- Corn yields in the United States
- Crop yields
- Groundnut yield
- How much cropland has the world spared due to increases in crop yields?
- Lettuce yields
- Long-term agricultural yields in the United Kingdom
- Long-term cereal yields in the United Kingdom
- Long-term wheat yields in Europe
- Maize yields
- Maize: Attainable crop yields
- Maize: Yield gap
- Oil palm fruit yields
- Oil yield by crop type
- Orange yields
- Pea yields
- Potato yields
- Rapeseed yields
- Rice yields
- Soybean yields
- Sugar beet yields
- Sugar cane yields
- Tea yields
- Tomato yields
- Wheat yield
- Which countries are overapplying nitrogen without gains in crop yields?
- cereal production, yield and land use
Democracy
- Age of democracies
- Child mortality vs type of political regime
- Education in the past vs democracy today
- GDP per capita vs type of political regime
- Human Rights Score vs. Political regime type
- Internationally observed elections
- Internationally observed elections by Western monitors
- Internationally observed elections by Western monitors
- Is the chief executive and legislature appointed through popular elections?
- Is voting compulsory in national elections?
- Life expectancy vs. Liberal Democracy Index
- Life expectancy vs. Political regime
- Number of national elections held per year
- Numbers of autocracies and democracies
- Political Competition
- Political Regime
- Political Regime – distinction democracies and full democracies
- Political Regimes
- Political competition
- Political participation
- Political regime type vs. Human Rights Score
- Political rights (Freedom House Index) vs. Mean years of schooling
- Share of adults who have the right to vote
- Vanhanen's Index of Democracy
- World citizens living under different political regimes
- World citizens living under different political regimes
Diarrheal Diseases
- Causes of death in children under 5
- Child deaths from rotavirus
- Child mortality from diarrheal diseases vs. access to basic handwashing facilities
- Child mortality from diarrheal diseases vs. access to sanitation
- Child mortality from rotavirus
- Diarrheal disease death rates vs. GDP per capita
- Diarrheal diseases death rates in children under 5
- Global number of children under 5 dying from diarrheal diseases
- Number of child deaths from diarrheal diseases by risk factor
- Preventable child deaths from rotavirus vaccination
- Share of children with diarrhea receiving treatment
- Share of one-year-olds vaccinated against rotavirus
Diet Compositions
- Average per capita fruit intake vs. minimum recommended guidelines
- Average per capita vegetable intake vs. minimum recommended guidelines
- Consumption of animal products in the EAT-Lancet diet
- Daily caloric supply derived from carbohydrates, protein and fat
- Dietary composition by country
- Dietary compositions by commodity group
- Fruit consumption by fruit type
- Fruit consumption per capita
- Fruit consumption vs. GDP per capita
- How do actual diets compare to the EAT-Lancet diet?
- Per capita consumption of cereals by commodity type, daily kilocalories
- Rice consumption vs. latitude
- Share of calories from animal protein vs. GDP per capita
- Share of dietary energy derived from protein vs. GDP per capita
- Share of dietary energy supply from carbohydrates vs. GDP per capita
- Share of dietary energy supply from fats vs. GDP per capita
- Share of energy from cereals, roots, and tubers vs. GDP per capita
- Vegetable consumption per capita
Doctors & Health Workers
- Dentistry personnel per 1,000 population
- Health provider absence rate
- Life expectancy vs. trust in health professionals
- Medical doctors per 1,000 people
- Nurses and midwives per 1,000 people
- Pharmaceutical personnel per 1,000 population
- Share of people who trust doctors and nurses in their country
- Specialist surgical workforce (per 100,000 population)
- Time that doctors spend with a patient
- Trust in doctors and nurses vs. disagreement vaccines are safe
Economic Complexity
Economic Growth
- Access to a financial account or services
- Access to electricity vs. GDP per capita
- Annual growth of GDP per capita
- Average GDP growth rate 1960-2011 versus GDP per capita in 1960
- Average years of schooling vs. Expected years of schooling
- Average years of schooling vs. GDP per capita
- CO₂ emissions per capita vs GDP per capita
- Child mortality vs GDP per capita
- Children per woman by GDP per capita
- Composition of national gross domestic product by sector
- Daily per capita incomes: Mean vs. Median
- Expected years of schooling vs. GDP per capita
- GDPMaddison 2020 world regions stacked area
- GDP in British pounds
- GDP in England(since 1270)
- GDP per capitaPenn World Tables (1950 to 2014)
- GDP per capitaWorld Bank (since 1990)
- GDP per capitaClio Infra (1500 to 2010)
- GDP per capitaMaddison Project Database 2020 (map)
- GDP per capitaMaddison (2020) - line chart
- GDP per capita (inflation- and PPP-adjusted): World Bank data vs. Penn World Table data
- GDP per capita from the World Bank vs. GDP per capita from the Maddison Project
- GDP per capita in England
- GDP per capita in US$World Bank (1960 to 2017)
- GDP per capita vs population density
- GDP per capita vs. Daily median income
- GDP per person employed
- Global Hunger Index vs. GDP per capita
- Government spending vs GDP per capita
- Gross Domestic ProductWorld Bank (since 1960)
- Growth of GDP and trade
- Growth rate of real GDP per employed person
- Hidden Hunger Index vs. GDP per capita
- Historical Index of Human Development (without GDP metric) vs. GDP per capita
- Historical Index of Human Development vs. GDP per capita
- Historical Index of Human Development with GDP metric vs. without GDP metric
- Human Development Index vs. GDP per capita
- Labor force participation rate of men, 65 years and older in the USA
- Life expectancy vs. GDP per capita
- Literacy rate vs. GDP per capita
- Median monthly per capita expenditure around 1985 versus Median monthly per capita expenditure around 2010
- Medical doctors per 1,000 people vs. GDP per capita
- National GDP
- National poverty lines vs. GDP per capita
- Nominal wages, consumer prices, and real wages in the UK
- Output of key industrial sectors in England and the UK
- Output of key industries in England
- Output of key service and industrial sectors in England and the UK
- Price level relative to the US vs GDP per capita
- Productivity per hour worked
- Real GDP per capitaPenn World Tables (1950 to 2014)
- Self-reported Life Satisfaction vs GDP per capita
- Settler mortality faced by European settlers at the time of colonization vs GDP per capita today
- Share of adults who smoke vs GDP per capita
- Share of children who are stunted vs GDP per capita
- Share of consumer expenditure spent on food vs. GDP per capita
- Shares of GDP by economic sector
- Tax revenue vs GDP per capita
- The decline of child mortality by level of prosperity
- Urban population vs. GDP per capita
- World Bank's Income Groups
- World GDP over the last two millennia
Economic Inequality by Gender
- Are mothers guaranteed an equivalent position after maternity leave?
- Average hourly earnings of male and female employees
- Borrowing to start or expand business, men vs women
- Countries with gender-equal inheritance
- Decomposition of the gender wage gap
- Decomposition of the gender wage gap
- Do married men and married women have equal ownership rights to property?
- Does the law mandate equal remuneration for females and males for work of equal value?
- Employment-to-population ratio, men vs women
- Female share of employment in senior and middle management
- Female to Male Wage Ratio
- Female-to-male ratio of time devoted to unpaid care work
- Gender Inequality Index from the Human Development Report
- Gender equality in employment and economic benefits
- Gender gap in average wages, 2000 vs 2015
- Gender gap in hourly wages vs. Ratio of female-to-male labor force participation
- Gender wage gap vs GDP per capita
- Gender wage gap vs GDP per capita
- Historical Gender Equality Index
- Land ownership, men vs women
- Participation of women in purchase decisions
- Proportion of women in senior and middle management positions
- Ratio of female-to-male median earnings by age, US
- Share of firms with female top managers
- Share of low-pay earners who are female vs GDP per capita
- Share of people who report preference for a male boss
- Share of women among low pay earners
- Share of women in low-wage occupations in the US
- Share of women in top income groups
- The gender wage ratio in different income percentiles
- The shrinking gender gap in high-level jobs and collective-barganing coverage
- Unadjusted gender gap in average hourly wages
- Unadjusted gender gap in median earnings
- Unadjusted gender wage gap including unemployed
- What percentage of the US public approves of working wives?
- Which countries have systems to track and make public allocations for gender equality and women's empowerment?
- Women's Economic Opportunity Index
- Women's Economic Rights
Educational Mobility & Inequality
- Employment rate with tertiary vs vocational education
- Employment rates of 25-34 year-olds by education level
- Gender gap in primary education: Share of girls among all primary education students
- Gender ratios for mean years of schooling
- Gross enrolment ratio, primary, gender parity index (GPI)
- Gross enrolment ratio, secondary education, gender parity index (GPI)
- Gross enrolment ratio, tertiary, gender parity index (GPI)
- MDG3.A: Gender parity index (GPI) in education
- Male-to-Female Ratio of High School Courses in Math and Science
- Net enrolment rate, primary, gender parity index (GPI)
- Net enrolment rate, secondary, gender parity index (GPI)
- Number of people aged 15+ with no education (in millions) by continent
- Primary completion rate, gender parity index (GPI)
- Projected female population without education
- Proportion of youth and adults with ICT skills, male vs. female
- School life expectancy in secondary education, males vs. females
- School life expectancy, primary, gender parity index (GPI)
- Share of population, 15 years and older, with no education
- Share of primary-school children achieving minimum reading proficiency, rich vs poor
- Share of schools with access to adapted infrastructure and materials for students with disabilities
- Share of schools with access to basic drinking water
- Share of schools with access to basic handwashing facilities
- Share of schools with access to electricity
- Share of schools with access to the internet for pedagogical purposes
- Share of schools with access to computers for pedagogical purposes
- Share of schools with access to single-sex basic sanitation
- Share of women, 15 years and older, with no education
- Share of women, between 15 and 19 years old, with no education
- Total net enrollment rate in primary education by sex
- Total net enrolment rate, primary, gender parity index (GPI)
- Unemployment rate, basic vs advanced education
Electricity
- Electricity Generation
- Electricity production by source
- Electricity production by source
- Electricity production from fossil fuels, nuclear and renewables
- Has country already reached SDG target on electricity access?
- Number of people with access to electricity
- Number of people with and without electricity access
- Number of people without access to electricity
- Number of people without access to electricity
- Per capita electricity consumption
- Per capita electricity consumption by source
- Per capita electricity from fossil fuels, nuclear and renewables
- Share of electricity from low-carbon sources
- Share of electricity production from coal
- Share of electricity production from fossil fuels
- Share of electricity production from gas
- Share of electricity production from hydropower
- Share of electricity production from nuclear
- Share of electricity production from renewables
- Share of electricity production from solar
- Share of electricity production from wind
- Share of the population with access to basic resources
- The share of nuclear and renewables in total electricity production
Energy
- Absolute annual change in primary energy consumption
- Access to electricity vs. GDP per capita
- Annual change in coal energy consumption
- Annual change in fossil fuel consumption
- Annual change in gas consumption
- Annual change in hydropower generation
- Annual change in low-carbon energy generation
- Annual change in nuclear energy generation
- Annual change in oil consumption
- Annual change in primary energy consumption
- Annual change in renewable energy generation
- Annual change in solar energy generation
- Annual change in wind energy generation
- Annual percentage change in coal energy consumption
- Annual percentage change in fossil fuel consumption
- Annual percentage change in gas consumption
- Annual percentage change in hydropower generation
- Annual percentage change in low-carbon energy generation
- Annual percentage change in nuclear energy generation
- Annual percentage change in oil consumption
- Annual percentage change in renewable energy generation
- Annual percentage change in solar energy generation
- Annual percentage change in wind energy generation
- Coal production per capita
- Consumption-based (trade-adjusted) energy use per person
- Consumption-based energy intensity per dollar
- Death rates from energy production per TWh
- Death rates from low-carbon energy production
- Direct primary energy consumption from fossil fuels, nuclear and renewables
- Electricity Generation
- Electricity access
- Electricity consumption from fossil fuels, nuclear and renewables
- Electricity generation from coal
- Electricity generation from fossil fuels
- Electricity generation from gas
- Electricity generation from low-carbon sources
- Electricity generation from oil
- Electricity production by source
- Electricity production by source
- Electricity production from fossil fuels, nuclear and renewables
- Employment by economic sector
- Energy consumption by source
- Energy embedded in traded goods as a share of domestic energy
- Energy imports and exports
- Energy intensity
- Energy intensity by sector
- Energy intensity of economies
- Energy intensity vs. GDP per capita
- Energy use per capita vs. share of population in extreme poverty
- Energy use per person
- Final to primary energy ratio (%)
- Fossil fuel consumption
- Fossil fuel consumption per capita
- Fossil fuel consumption per capita
- Fossil fuel consumption per capita
- GDP per capita vs. Energy use
- Gas consumption
- Global direct primary energy consumption
- Global primary energy consumption by source
- Global primary energy consumption by source
- Has country already reached SDG target on clean cooking fuels?
- Hypothetical number of deaths from energy production
- Installed global renewable energy capacity by technology
- Installed renewable energy capacity
- Investment in renewable energy, by technology
- Levelized cost of energy by technology
- Long-term energy transitions
- Low-carbon electricity generation per capita
- Low-carbon energy consumption
- Modern renewable energy generation by source
- Net energy embedded in traded goods
- Number of people with access to electricity
- Number of people with and without electricity access
- Number of people without access to electricity
- Number of people without access to electricity
- Number of people without clean fuels for cooking
- Oil production per capita
- Per capita consumption of low-carbon energy
- Per capita consumption of low-carbon energy vs. GDP per capita
- Per capita electricity consumption
- Per capita electricity from fossil fuels, nuclear and renewables
- Per capita electricity generation from fossil fuels
- Per capita electricity generation from gas
- Per capita electricity generation from hydropower
- Per capita electricity generation from nuclear
- Per capita electricity generation from oil
- Per capita electricity generation from renewables
- Per capita electricity generation from solar
- Per capita electricity generation from wind
- Per capita energy consumption from coal
- Per capita energy consumption from hydropower
- Per capita energy consumption from nuclear
- Per capita energy consumption from renewables
- Per capita energy consumption from solar
- Per capita energy consumption from wind
- Per capita energy from fossil fuels, nuclear and renewables
- Per capita fossil energy consumption vs. GDP per capita
- Per capita gas consumption
- Per capita generation of coal electricity
- Per capita oil consumption
- Per capita primary energy consumption by source
- Power outages in firms in a typical month
- Primary direct energy consumption by source
- Primary energy consumption
- Primary energy consumption by source
- Primary energy consumption by source
- Primary energy consumption by source
- Primary energy consumption by world region
- Primary energy consumption from fossil fuels, nuclear and renewables
- Primary energy consumption from hydropower
- Primary energy consumption from nuclear
- Primary energy consumption from renewables
- Primary energy consumption from solar
- Primary energy consumption from wind
- Primary energy mix in the United Kingdom
- Production vs. consumption-based carbon intensity of energy
- Production- vs. consumption-based energy use per person
- Production-based vs. consumption-based energy use
- Renewable Energy Investment
- Renewable Energy Investment
- Share of direct primary energy consumption by source
- Share of electricity from low-carbon sources
- Share of electricity production by source
- Share of electricity production by source
- Share of electricity production from coal
- Share of electricity production from fossil fuels
- Share of electricity production from gas
- Share of electricity production from hydropower
- Share of electricity production from nuclear
- Share of electricity production from renewable sources
- Share of electricity production from renewables
- Share of electricity production from solar
- Share of electricity production from wind
- Share of energy consumption by source
- Share of final energy consumption from renewable sources
- Share of global primary energy consumption by source
- Share of primary energy from coal
- Share of primary energy from fossil fuels
- Share of primary energy from gas
- Share of primary energy from hydroelectric power
- Share of primary energy from low-carbon sources
- Share of primary energy from nuclear
- Share of primary energy from oil
- Share of primary energy from renewable sources
- Share of primary energy from solar
- Share of primary energy from wind
- Share of primary energy that is low-carbon vs. GDP per capita
- Share of rural vs. urban population with electricity access
- Solar PV Cumulative Capacity
- Solar PV module prices vs. cumulative capacity
- The long-term energy transition in Europe
- The share of nuclear and renewables in total electricity production
- When will countries phase out coal power?
- Which countries get more of their energy from low-carbon sources than the global average?
- Year-to-year change in primary energy consumption by source
- Year-to-year change in primary energy consumption from fossil fuels vs. low-carbon energy
- Year-to-year percentage change in primary energy consumption
Energy Efficiency
Energy Prices
Energy Trade
Environmental Protection & Regulation
- Forest area certified under an independently verified certification scheme
- Global phase-out of leaded petrol in road vehicles
- Green Climate Fund (GCF) pledges per capita
- Proportion of forest area with a long-term management plan
- Proportion of forest area within legally established protected areas
- Proportion of important sites for freshwater biodiversity that are covered by protected areas
- Subscriptions to the Montreal Protocol by region
- Which countries have legally-binding controls on lead paint?
Environmental impacts of food production
Eradication of Diseases
- Cholera deaths in Great Britain over the long-term
- Deaths caused by smallpox as a share of all deaths in London
- Deaths from infections of currently non-eradicable diseases
- Deaths from malaria, by age
- Decade in which smallpox ceased to be endemic by country
- Extensively drug-resistant tuberculosis
- Global incidence and prevalence of tuberculosis
- Global number of reported Guinea worm cases
- Incidence of malaria
- Incidence, prevalence and death of rabies
- Malaria deaths by world region
- Multidrug-resistant tuberculosis without extensive drug resistance
- Number of new cases of HIV
- Polio cases by world region
- Prevalence, new cases and deaths from HIV/AIDS
- Progress towards Guinea worm eradication: WHO certification
- Reported cases of guinea worm disease
- Reported number of smallpox infections by world region
- The number of cases of infectious diseases
- The number of deaths due to tuberculosis by WHO and IHME data
- The number of deaths from HIV/AIDS by world region
- The number of deaths from rabies by world region
- The number of deaths from tuberculosis by world region
- The number of infections from eradicable diseases
- Yaws status of endemicity and number of cases
- Year of the last reported Rinderpest case
Famines
- Birth and Death Rates in China and how they were affected by the Great Leap Forward Famine (1959-1961)
- Change in Global Hunger Index, 1992-2017 vs. Global Hunger Index in 1992
- Change in Global Hunger Index, 1992-2017 vs. Population growth 1992-2015 (UN Population Division)
- Daily supply of calories
- Deaths from protein-energy malnutrition, by age
- Global Hunger Index in 2017 vs. Population growth 1992-2015
Female Labor Supply
- Are non-pregnant and non-nursing women allowed to do the same jobs as men?
- Average daily time spent by women on domestic work (paid and unpaid)
- Average usual weekly hours worked, women 15 years and older
- Distribution of female employment across sectors
- Female employment vs Public spending on family benefits
- Female employment-to-population ratio
- Female employment-to-population ratio
- Female employment-to-population ratio, 2020 vs 1980
- Female labor force by age
- Female labor force participation rate vs. GDP per capita
- Female labor force participation rates
- Female labor force participation rates
- Female labor force participation rates by family benefits public spending
- Female labor force participation rates by national per capita income
- Female labour force participation rate (15-64)
- Female-to-male ratio of time devoted to unpaid care work
- Fertility and female labor force participation
- Gender wage gap vs GDP per capita
- Labor force participation rates for women ages 15-24, 2020 vs 1980
- Labour force participation, younger vs older women
- Long-run perspective on female labor force participation rates
- Male vs Female informal employment as share of total employment
- Maternal mortality vs. female labor force participation
- Proportion of female employees by economic sector
- Proportion of labor force who are women
- Proportion of women participating in the labor force
- Ratio of female to male labor force participation rates (%)
- Share of employed women working in agriculture vs. GDP per capita
- Share of male vs female employment in agriculture
- Share of male vs female employment in industry
- Share of male vs female employment in services
- Share who agree with the statement 'When jobs are scarce, men should have more right to a job than women'
- Unemployment rate, women
- Unemployment rate, women vs men
- Weekly Work Hours
- What percentage of the US public approves of working wives?
- Women in informal employment as share of female employment
Fertility Rate
- Annual number of births by world region
- Average number of children vs child mortality
- Average number of children vs child mortality, by the religion of the majority of the population
- Birth Rate: The number of births per 1,000 people in the population
- Birth rate
- Children born per woman
- Children per womanUN; 1950 to 2015
- Children per woman
- Children per woman
- Children per woman by GDP per capita
- Children per woman vs. GDP per capita
- Children per woman vs. Human Development Index
- Children per women vs. unmet need for contraception
- Completeness of birth registration
- Demand for family planning satisfied by modern methods
- Female labor force participation rates by national per capita income
- Fertility and female labor force participation
- Fertility and wanted fertility
- Fertility rate over the long-term
- Fertility rate vs the share living in extreme poverty
- Fertility rate vs. contraceptive prevalence
- Fertility rate vs. mean years of schooling
- Fertility rate vs. share of women, between 25 and 29 years old, with no education
- Fertility vs wanted fertility
- Fertility vs. Child Mortality in countries with and without strict family planning policy
- Maternal mortality ratio vs. Fertility rate
- Share of married women whose need for family planning is satisfied with modern methods
- Share of women using modern contraceptive methods
- The total fertility rate by world region including the UN projections
- Total fertility rateUN
- Total fertility rate, including UN projectionsUN (1950 to 2100)
- Unmet need for contraception among married women of reproductive age
- Women's educational attainment vs. fertility
- Women's educational attainment vs. number of children per woman
Fertilizers
- Cereal yield vs. fertilizer use
- Eutrophying emissions per 100 grams of protein
- Eutrophying emissions per 1000 kilocalories
- Eutrophying emissions per kilogram of food product
- Excess phosphorous from croplands
- Excess phosphorous per hectare of cropland
- Fertilizer Price Index
- Fertilizer application rates over the long-run
- Fertilizer production by nutrient type
- Fertilizer use per hectare of cropland
- Fertilizer use per hectare of cropland
- Fertilizer use vs. GDP per capita
- Nitrogen fertilizer consumption
- Nitrogen fertilizer production
- Nitrogen fertilizer use per hectare of cropland
- Nitrogen inputs per hectare of cropland
- Pesticide breakdown by type
- Pesticide use
- Pesticide use per hectare of cropland
- Phosphate and potash price indexes over the long-term
- Phosphate fertilizer consumption
- Phosphate fertilizer production
- Phosphate fertilizer use per hectare of cropland
- Potash fertilizer consumption
- Potash fertilizer production
- Potash fertilizer use per hectare of cropland
- Total fertilizer production by nutrient
- Total nitrogen inputs to crops
- Urea nutrient prices per metric ton
- Which countries are overapplying nitrogen without gains in crop yields?
- World population supported by synthetic nitrogen fertilizers
- World population with and without synthetic nitrogen fertilizers
Financial Inclusion
Financial Markets, Banks & Financial Institutions
Financing Education
- Annual salary of primary teachers with 10 years of experience
- Average OECD non-tertiary education expenditure by source of funding
- Average learning outcomes by total education expenditure per capita
- Average reading performance in PISA and average spending per student
- Development assistance allocated to health causes
- Education expenditure as share of GDP in the United States
- Education spending as a share of total government expenditure
- Funding sources for public schools in the United States, 1890 to 2010
- GDP per capita vs Staff compensation as share of total expenditure in primary public education
- Government expenditure on education
- Government expenditure on education (% of GDP)
- Government expenditure on pre-primary education as share of GDP
- Government expenditure on primary education as share of GDP
- Government expenditure on primary education by country
- Government expenditure on secondary education as share of GDP
- Government expenditure on secondary education by country, 1974-2014
- Government expenditure on tertiary education as share of GDP
- Government expenditure per primary school student vs GDP per capita
- Government expenditure per student, tertiary (% of GDP per capita)
- Gross overseas development assistance (ODA) from all donors for scholarships
- National average learning outcomes vs. government expenditure per primary student
- Out-of-pocket expenditure per capita on healthcare
- Primary education priority vs. Overall education priority
- Primary education spending as share of all education levels vs. Overall education spending as share of all public spending sectors
- Public education expenditure as share of GDP
- Share enrolled in private institutions at the primary education level
- Share enrolled in private institutions at the tertiary education level
- Share of GDP spent on education vs. Share of expenditure assigned to education
- Share of education in government expenditure
- Share of students achieving no or minimum learning outcomes by government expenditure per student
- Share of students achieving no or minimum learning outcomes by total education expenditure per capita
- Total government expenditure on education
- Total government expenditure on education (% GDP)
Financing Healthcare
- Child Mortality vs. Health ExpenditureGapminder
- Effect of gov't effectiveness & healthcare spending on child mortality
- Expenditure of the National Health Service (NHS) in the United Kingdom
- Gross official development assistance (ODA) for medical research and basic heath sectors
- Health expenditure and financing, per capita
- Health expenditure per person
- Health insurance coverage in the United States
- Health insurance coverage vs GDP per capita
- Health spending as a share of total government expenditure
- Healthcare Expenditure vs. GDP
- Healthcare access and quality by level of healthcare spending
- Healthcare expenditure
- Healthy life expectancy vs. Health expenditure per capita
- How much we think we spend on healthcare vs. how much we actually do
- Inequality in life expectancy vs. health expenditure per capita
- Life expectancy vs. health expenditure
- Life expectancy vs. health expenditure per capita
- Life expectancy vs. healthcare expenditure
- Net official development assistance to medical research and basic health sectors
- Percentage of persons without health insurance in the US
- Percentage of population covered by health insurance
- Private health expenditure per person
- Public expenditure on healthcare as percent of total healthcare expenditure
- Public expenditure on healthcare by country income groups
- Public health expenditure (% GDP)
- Public health insurance coverage in Western Europe
- Public healthcare expenditure as share of GDP
- Risk of catastrophic expenditure for surgical care
- Risk of impoverishing expenditure for surgical care (% of people at risk)
- Risk of impoverishing expenditure for surgical care (% of people at risk)
- Share of Out-of-Pocket Expenditure on Healthcare
- Share of Out-of-Pocket Expenditure vs. GDP per capita
- Share of population with large household expenditures on health
- Share of the population at risk of catastrophic expenditure when surgical care is required
- Tax revenue per capita and public health spending per capita in developing countries
- US healthcare expenditure
- Various measures of health expenditure as share of GDP
- World Health Expenditure as Share of Global GDP
Fish and overfishing
- Annual fish catch relative to mean catch
- Annual fish catch relative to mean catch by region
- Capture fishery production
- Fish and seafood production
- Fish catch by fishing sector
- Fish catch by fishing sector
- Fish discards
- Fish landings and discards
- Fish stocks and fishing intensity by group
- Fish stocks and fishing intensity by region
- Fishing intensity
- Fishing intensity by region
- Freshwater use per kilogram of farmed seafood
- Global aquaculure production and wild fish used for animal feed
- Global capture fishery production
- Global fish discards by type of fishing gear
- Greenhouse gas emissions per kilogram of seafood
- Health of fish stocks by fish group
- Health of fish stocks by region
- Land use per kilogram of farmed seafood
- Nitrogen emissions per tonne of farmed seafood
- Number of people employed in fisheries and aquaculture
- Number of people employed in fisheries and fish farms
- Phosphorous emissions per tonne of farmed seafood
- Seafood production: wild fish catch vs aquaculture
- Share of fish catch that is discarded by type of gear used
- Share of fish stocks that are overexploited
- Share of marine mammal populations that are increasing or decreasing
- Share of the seabed that was trawled at least once
- What is wild fish catch used for?
- Wild fish catch by gear type
- Wild fish catch by gear type
- Wild fish catch from bottom trawling
Food Prices & Expenditure
- Annual food expenditure per person vs. GDP per capita
- Average income of large-scale food producers
- Average income of small-scale food producers
- Commodity price index of cereal crops and petroleum, 1850-2015
- Cost of a calorie sufficient diet
- Cost of a calorie sufficient diet as a percentage of the global poverty line
- Cost of a calorie sufficient diet as a share of average food expenditure
- Cost of a healthy diet
- Cost of a healthy diet as a percentage of the global poverty line
- Cost of a healthy diet as a share of average expenditure on food
- Cost of a nutritionally adequate diet
- Cost of a nutritionally adequate diet as a share of the global poverty line
- Cost of nutritionally adequate diet as a share of average food expenditure
- Domestic food price volatility index
- Food expenditure as a share of family disposable income
- Food expenditure per person
- Food expenditure per person per year
- How much food can you buy for working one hour in the manufacturing sector?
- Long-term prices of food commodities
- Number of people that cannot afford a calorie sufficient diet
- Number of people that cannot afford a healthy diet
- Number of people that cannot afford a nutritionally adequate diet
- Real commodity price index, food products
- Restaurant prices relative to retail prices in the United States
- Share of consumer expenditure on alcoholic beverages and tobacco
- Share of consumer expenditure spend on alcoholic beverages and tobacco
- Share of consumer expenditure spent on alcoholic beverages and tobacco vs. GDP per capita, 2015
- Share of consumer expenditure spent on food
- Share of consumer expenditure spent on food vs. GDP per capita
- Share of population that cannot afford a calorie sufficient diet
- Share of population that cannot afford a healthy diet
- Share of population that cannot afford a nutritionally adequate diet
- Share of total expenditure spent on food vs. food expenditure per person
- Wages in the Manufacturing Sector vs. Several Food Prices USA
- Wheat prices in England
Food Trade
Food Waste
Food per Person
- Average per capita supply of pulses
- Beef and buffalo meat consumption per person
- Coefficient of Variation (CV) in per capita caloric intake
- Daily caloric supply per person vs. GDP per capita
- Daily meat consumption per person
- Daily per capita caloric supply
- Daily per capita fat supply
- Daily per capita fat supply vs. GDP per capita
- Daily per capita protein supply
- Daily per capita protein supply vs. GDP per capita
- Daily per capita supply of calories
- Daily per capita supply of calories vs. GDP per capita
- Daily protein sources from plant-based and animal products
- Daily protein supply from animal and plant-based foods
- Daily protein supply of animal origin vs. plant origin
- Daily protein supply per capita vs. GDP per capita
- Daily supply of calories
- Fat supply by region
- Food supply vs life expectancy
- Meat supply per person
- Per capita consumption of cereals by commodity type, daily kilocalories
- Per capita sources of protein
- Per capita sugar food supply vs GDP per capita
- Prevalence of undernourishment vs. daily supply of calories
- Protein supply by region
- Share of dietary energy derived from protein vs. GDP per capita
- Share of dietary energy supply from carbohydrates vs. GDP per capita
- Share of dietary energy supply from fats vs. GDP per capita
- Share of energy from cereals, roots, and tubers vs. GDP per capita
- Share of protein supply from animal-based foods vs. GDP per capita
Foreign Aid
- Aid received per capita
- Aid received per capita vs. GDP per capita
- Country Programmable Aid (CPA) received
- Development assistance allocated to health causes
- Development assistance as share of government expense
- Food aid received
- Gross official development assistance (ODA) for medical research and basic heath sectors
- Gross overseas development assistance (ODA) from all donors for scholarships
- Humanitarian aid received
- Humanitarian and food aid received
- Net official development assistance and official aid received
- Net official development assistance from OECD-DAC countries, by donor
- Net official development assistance to LDCs as a percentage of donors' GNI
- Net official development assistance to LDCs from OECD-DAC countries, by donor
- Net official development assistance to medical research and basic health sectors
- Number of years as a top under-aided country (2006 to 2016)
- Top under-aided countries
- Total aid received by state of fragility
- Total assistance for development given
- Total assistance for development received
- Total financial assistance and flows for agriculture, by recipient
- Total official development assistance for biodiversity, by donor
- Total official development assistance for biodiversity, by recipient
- Total official financial flows for water supply and sanitation, by recipient
- Total official flows commitments for Aid for Trade, by donor
- Total official flows commitments for Aid for Trade, by recipient
- Total official flows for infrastructure, by recipient
Foreign Direct Investment
Forests
- Above-ground biomass in forest per hectare
- Annual CO₂ emissions from deforestation for food production
- Annual afforestation
- Annual change in forest area
- Annual change in forest area
- Annual change in forest area as a share of forest area
- Annual change in forest area vs. GDP per capita
- Annual deforestation
- Annual deforestation as a share of forest area
- Annual deforestation by region
- Annual forest expansion
- Annual tropical deforestation by agricultural product
- Change in domestic forest area vs. Deforestation embedded in imported goods
- Drivers of deforestation in Indonesia
- Drivers of forest loss in the Brazilian Amazon
- Exported deforestation
- Forest Transition Phase
- Forest area
- Forest area by type: primary vs. planted
- Forest area certified under an independently verified certification scheme
- Imported deforestation
- Number of trees
- Number of trees per capita
- Number of trees per km²
- Per capita CO₂ emissions from deforestation for food production
- Proportion of forest area with a long-term management plan
- Proportion of forest area within legally established protected areas
- Share of CO₂ emissions from tropical deforestation and peatlands
- Share of annual global forest expansion
- Share of global annual deforestation
- Share of global forest area
- Share of land covered by forest
- Share of tropical deforestation
- Share of tropical deforestation from agricultural products
- Who is contributing to deforestation abroad?
Fossil Fuels
- Air pollution deaths from fossil fuels
- Annual CO₂ emissions
- Annual CO₂ emissions from coal
- Annual CO₂ emissions from gas
- Annual CO₂ emissions from oil
- Annual change in coal energy consumption
- Annual change in fossil fuel consumption
- Annual change in gas consumption
- Annual change in oil consumption
- Annual percentage change in coal energy consumption
- Annual percentage change in fossil fuel consumption
- Annual percentage change in gas consumption
- Annual percentage change in oil consumption
- CO2 emissions by fuel
- Carbon Dioxide Emissions Factor, kg CO₂ per MWh
- Coal by end user in the United Kingdom
- Coal consumption
- Coal consumption by region
- Coal output from opencast and deepmines in the United Kingdom
- Coal output per worker in the United Kingdom
- Coal prices
- Coal production
- Coal production and imports in the United KingdomTerrawatt-hours
- Coal production and imports in the United KingdomTonnes
- Coal production by region
- Coal production per capita
- Coal production per capita over the long-term
- Coal reserves
- Coal reserves by type
- Crude oil prices
- Crude oil spot prices
- Electricity generation from coal
- Electricity generation from fossil fuels
- Electricity generation from gas
- Electricity generation from low-carbon sources
- Electricity generation from oil
- Employment in the coal industry in the United Kingdom
- Fossil fuel consumption
- Fossil fuel consumption by fuel type
- Fossil fuel consumption per capita
- Fossil fuel consumption per capita
- Fossil fuel consumption per capita
- Fossil fuel price index
- Fossil fuel production
- Fossil fuel production over the long-term
- Fossil fuel production per capita
- Fossil-fuel subsidies as a share of GDP
- Fossil-fuel subsidies
- Fossil-fuel subsidies per capita
- GDP per capita vs. Energy use
- Gas Reserves
- Gas consumption
- Gas consumption by region
- Gas production
- Global carbon budget for a two-degree world
- Global fossil fuel consumption
- Hubbert's peak prediction vs. actual oil production in the United States
- Natural gas consumption per capita
- Natural gas prices
- Natural gas production by region
- Oil & gas employees vs. rig count in the United States
- Oil consumption
- Oil consumption by region
- Oil consumption per capita
- Oil production
- Oil production by region
- Oil production per capita
- Per capita CO2 emissions by fuel type
- Per capita CO2 emissions from coal
- Per capita CO2 emissions from gas
- Per capita CO2 emissions from oil
- Per capita energy consumption from coal
- Per capita energy consumption from coal
- Per capita fossil energy consumption vs. GDP per capita
- Per capita gas consumption
- Per capita oil consumption
- Pump price for diesel fuel (US$ per liter)
- Pump price for gasoline (US$ per liter)
- Share of electricity production from coal
- Share of electricity production from fossil fuels
- Share of electricity production from gas
- Share of electricity production from oil
- Share of primary energy from coal
- Share of primary energy from fossil fuels
- Share of primary energy from gas
- Share of primary energy from oil
- Share of the workforce employed in the coal industry, United Kingdom
- Total natural resources rents (% of GDP)
- When will countries phase out coal power?
- World crude oil price vs. oil consumption
- Years of fossil fuel reserves left
Franchise, Voting Rights & Electoral Systems
Future Population Growth
- Age dependency ratio projections
- Children per woman
- Children per woman vs population growth
- Comparison of United Nations population projections
- Future population projections by countryIIASA (1970 to 2100)
- Global demand for education: Global population younger than 15 until 2100, according to Wittgenstein Centre's SSP2
- Global demand for education: Global population younger than 15 until 2100, according to Wittgenstein Centre's SSP2 CER
- Global demand for education: Global population younger than 15 until 2100, according to Wittgenstein Centre's SSP2 FT
- Growth of the population by age group
- Growth of the population by age group
- Historic and projected population
- Life expectancy at birth, including the UN projections
- Number of births and deaths per year
- Population
- Population by age bracket with UN projections
- Population by broad age group projected to 2100
- Population growth by world region: The annual change of the population
- Population growth rateUN (1950 to 2100)
- Population growth rate vs Child mortality rate
- Population of all world regions, including the UN projection
- Population projection by the UN
- Projected change in under-5 population from 2015 to 2050
- Projected change in under-5 population from 2050 to 2100
- Projected population by age cohortUN (2015 to 2100)
- Projected population under age 5
- Projected world population by level of education
- Projection of the population under 15, by world region
- Projections of 6-11 years population, Africa vs. Rest of the World
- Projections of the Number of Children per Woman by education scenario
- Projections of the Total Population by education scenario
- Projections of the global population younger than 15, by education scenario
- Projections of the population younger than 15 in Africa, by education scenario
- Projections of the world population by the Wittgenstein Centre
- Size of young, working-age and elderly populations
- The UN projections of the future population younger than 15 years, by world region
- The total fertility rate by world region including the UN projections
- World population by regionHYDE & UN (with projections to 2100)
Gender Ratio
- Annual number of missing female births and excess mortality
- Child mortality rate in boys and girls per 1,000 live births
- Global number of missing women projected to 2050
- Life expectancy of women vs life expectancy of men
- Number of 'Missing Women' in the world
- Sex ratio at birth
- Sex ratio at birthChao et al. (2019)
- Sex ratio at birth (males per 100 females)Chinese and South Korean only
- Sex ratio at birth by birth order
- Sex ratio at birth vs. at five years old
- Sex ratio by age
- Sex ratio of five-year-olds
- Share of the population that is female
Genocides
Global Economic Inequality
- Population by income levelWorld Bank
Global Extreme Poverty
- Comparison of extreme poverty estimates, Povcal vs Bradshaw & Mayhew (2011)
- Data deprivation: number of poverty surveys per decade available via the World Bank
- Disposable household income: The income cutoff to the poorest decile vs Mean income
- Distribution of population between different poverty thresholds2021 Povcal data
- Extreme poverty rate vs. poverty gap
- GDP per capitaWorld Bank (since 1990)
- GDP per capita in international and market dollars
- How does the international poverty line compare to multidimensional poverty?
- MDG1.A: Share of population in extreme poverty (less than $1.25 per day)
- National poverty lines vs. GDP per capita
- Population in non-rich countries by per capita household income
- Population living in extreme poverty
- Poverty gap index at 1.90 int.-$ per day
- Poverty headcount ratio (Povcal vs. WDI)
- Poverty vs. Life expectancy
- Poverty vs. educational attainment
- Poverty: Share living on less than 3.20 int.-$ per day
- Projected number of people in extreme poverty, by regionCrespo-Cuaresma et al. (2015 to 2030)
- Projected share of the population in extreme poverty
- Reconstruction of historical global extreme poverty rates
- Share in poverty relative to different poverty thresholds
- Share of global population living in extreme poverty including and excluding China
- Share of people living in extreme povertyEuropean countries (Bradshaw and Mayhew, 2011)
- Share of population in extreme poverty
- Share of population living in multidimensional poverty
- Share of population living under different poverty thresholds
- Share of population living with less than 1.90$ and 3.20$ per day
- The global poverty gap, in international-$
- The poverty gap, in international-$
- The share of people living in extreme poverty vs GDP per capita
- The share of people living in extreme poverty, high-income countries
- Total number of people in extreme poverty
- Total population living in extreme poverty by world regionPovcalNet, World Bank (1987 to 2013)
- World population living in extreme povertyWB & Bourguignon and Morrisson (Absolute; 1820-2015)
- Yearly cost of closing the global poverty gap (million int-$)
Global Rise of Education
- Average OECD non-tertiary education expenditure by source of funding
- Average learning outcomes vs GDP per capita
- Average years of schooling
- Average years of schooling for men
- Average years of schooling for women
- Child mortality vs. women's average years of schooling
- Children in school: administrative vs household survey data
- Correlation between mean years of schooling and GDP per capita
- Cumulative drop-out rate to the last grade of lower secondary general education
- Duration of compulsory education
- Education in the past vs democracy today
- Existence of nationally representative learning assessment at the end of primary education
- Gender ratios for mean years of schooling
- Girls of primary school age who are out-of-school, by world region
- Gross enrollment ratio in primary education
- Gross enrollment ratio in secondary education
- Learning outcomes, minimum vs advanced achievement
- Literacy rate by country
- Literate and illiterate world population
- Mean years of schooling
- National average learning outcomes
- National average learning outcomes, 1985 vs 2015
- Net attendance rate of primary school
- Number of out-of-school children
- Number of people aged 15+ with no education (in millions) by continent
- Official entrance age to compulsory education
- Out-of-school children of primary school age by world region
- Participation time in study per day
- Political regime vs. Mean years of schooling
- Population breakdown by highest level of education achieved for those aged 15+
- Primary school enrolment
- Projected female population (15+) by highest educational attainment
- Public education expenditure as share of GDP
- School life expectancy
- Share of population, 15 years and older, with no education
- Share of students achieving advanced learning outcomes
- Share of students achieving intermediate learning outcomes
- Share of students achieving minimum learning outcomes
- Share of the population with a completed post-secondary education
- Share of the population with at least some secondary education
- Share of the population with no formal education, projections by IIASA
- Share of the population with secondary education, but no tertiary education
- Share of the world population older than 15 years with at least basic education
- The share of children in primary school age who are in school
- Time spent in study per day
- Total government expenditure on education
Government Revenue
Government Spending
- Central government expenditure as share of GDP
- Education spending as a share of total government expenditure
- Expenditures on general government outsourcing (%GDP)
- General government procurement as a percentage of GDP, OECD
- Government expenditure on education (% of GDP)
- Government procurement as share of government expenditure, OECD
- Government spending
- Government spending vs GDP per capita
- Health spending as a share of total government expenditure
- Procurement expenditure (% GDP) vs GDP per capita
- Public education expenditure as share of GDP
- Public health expenditure (% GDP)
- Public healthcare expenditure as share of GDP
- Public social spending as a share of GDP
- Public spending (% GDP), selected OECD countries
- Share of education in government expenditure
- Share of employee compensation in public spending
- Share of social protection in government expenditure
- Social expenditure as share of GDP
- Tax reduction in income inequality
- Total government expenditure per capita
- Two measures of government expenditure as a share of GDP
- Various measures of social expenditure as share of GDP
Growth & Distribution of Prosperity
HIV / AIDS
- AIDS-related deaths in male adults vs. female adults (aged 15+)
- Children living with HIV
- Condom use among men who have sex with men
- Condom use at last high-risk sex
- Condom use during last high-risk sex by age
- Coverage of pregnant women receiving antiretroviral drugs (ARV) for preventing mother-to-child transmission (MTCT)
- Death rate from HIV/AIDS
- Deaths averted due to HIV programmes
- Deaths from HIV/AIDS, by age
- Discrimination towards those with HIV by demographic
- Discriminatory attitudes towards people living with HIV
- Estimated TB-related deaths among people living with HIV
- Estimated resource needs in low-to-middle income countries to meet HIV targets
- Gap to reach the target share of people receiving antiretroviral therapy
- HIV expenditure on prevention and treatment
- HIV funding and estimated future requirements
- HIV funding in low- and middle-income countries, by region
- HIV/AIDS and Tuberculosis deaths
- HIV/AIDS death rates by age
- HIV/AIDS deaths and deaths averted due to antiretroviral therapy (ART)
- HIV/AIDS funding by source
- Incidence of HIV per 1,000 uninfected adults
- Incidence of HIV: The share of new infections among the previously uninfected population (ages 15-49)
- Knowledge about HIV prevention in young men vs. women
- Life expectancy
- New HIV infections averted from prevention of mother-to-child transmission (PMTCT)
- New cases of HIV per 1000 individuals, UNAIDS vs IHME estimates
- Number of HIV deaths averted from antiretroviral therapy (ART)
- Number of children annually orphaned from AIDS deaths
- Number of children newly infected with HIV
- Number of deaths from HIV/AIDS
- Number of deaths from HIV/AIDS
- Number of new HIV infections
- Number of new HIV infections per 1,000 uninfected population, aged 15-49
- Number of new cases of HIV
- Number of people infected with HIV by region
- Number of people living with HIV
- Prevalence of HIV, UNAIDS vs. IHME estimates
- Prevalence of HIV: Percentage of males and females (ages 15-24) infected with HIV
- Prevalence, new cases and deaths from HIV/AIDS
- Share of people with HIV who receive antiretroviral therapy
- Share of pregnant women who receive antiretroviral therapy
- Share of the population infected with HIV
- Share of the population infected with HIV
- Share of women among the population living with HIV
- Share of young people with knowledge on HIV prevention
- TB patients living with HIV receiving antiretroviral therapy
- TB patients tested positive for HIV
Happiness and Life Satisfaction
- Conditional correlation between log income and life satisfaction
- Conditional correlation between mental illness and life satisfaction
- Depression prevalence vs self-reported life satisfaction
- Evolution of happiness inequality within countries during periods of uninterrupted economic growth
- Happiness inequality within countries vs GDP per capita
- Happiness vs Life satisfaction
- Life satisfaction vs Life expectancy
- Life satisfaction vs. Child mortality
- Self-reported Life Satisfaction
- Self-reported Life Satisfaction vs GDP per capita
- Share of people who say they are happy
- Share of people who say they are happy
- Share who say they are 'very satisfied' or 'fairly satisfied' with their life
Health Inequality
- Child mortality vs. health expenditure
- Health expenditure and financing, per capita
- Healthcare Access and Quality Index
- Healthcare access and quality by level of healthcare spending
- Inequality in life expectancy
- Inequality in life expectancy vs. health expenditure per capita
- Inequality of life years
- International Health Regulations (IHR) core capacity index
- Universal Health Coverage Index
Healthcare capacity
- Acute care beds per 1,000 people
- Critical care beds per 1,000 people
- Hospital beds per 1,000 people
- Intensive care beds per 100,000 people
- Number of acute care beds
- Number of critical care beds
- Number of hospital beds
- Number of intensive care beds
- Number of medical ventilators
- Share of health facilities with essential medicines
Homelessness
- Number of homeless people (per 100,000 population)
- Number of homeless people (per 100,000 population) by shelter status
- Number of homeless people, by shelter status
- Number of households and children in temporary accommodation in England
- Number of precariously housed people (per 100,000 population)
- Number of unsheltered homeless people in England
- Number of unsheltered homeless people in England (per 100,000 population)
- Share of population who have ever been homeless
Homicides
- Deaths from homicide, by age
- Homicide rateClio Infra (1800 to 2010)
- Homicide rateWorld Bank (1995 to 2016)
- Homicide rateIHME (1990 to 2017)
- Homicide rate by age of the victim
- Homicide rate, IHME vs. UN Office on Drugs and Crime
- Homicide rates from firearmsIHME, GBD (1990 to 2017)
- Homicides rate vs. Prison population rate
- Long-term homicide rates across Western EuropeEisner & IHME (1300 to 2016)
- Number of homicide deaths
- Suicide rate vs. death rate from violence (per 100,000)
- Suicide rate vs. homicide rate
Housing
Human Development Index (HDI)
- Children per woman vs. Human Development Index
- Historical Index of Human Development
- Historical Index of Human Development (without GDP metric) vs. GDP per capita
- Historical Index of Human Development vs. GDP per capita
- Historical Index of Human Development with GDP metric vs. without GDP metric
- Human Development Index
- Human Development Index vs. Corruption Perception Index
- Human Development Index vs. GDP per capita
- Human Development Index vs. Historical Index of Human Development
- Human Development Index vs. Mean male height
Human Height
- Annual change in average female height
- Annual change in average male height
- Average adult height by year of birth
- Average height of men by year of birth
- Average height of men by year of birth
- Average height of men by year of birth
- Average height of men by year of birthNCD-RisC (1896 to 1996)
- Average height of women by year of birth
- Change in mean female height over 100 years
- Child mortality rate vs. Mean male height
- Height of adult men
- Human Development Index vs. Mean male height
- Human heights over the long-run
- Increase in mean heights of females born in 1996 vs. 1896
- Increase in mean heights of males born in 1996 vs. 1896
- Male-to-female height ratio by year of birth
- Mean adult height by year of birth, males vs. females
- Percentage increase in mean male vs. female height over a century
- Relative increase in mean heights of females born in 1996 vs. 1896
- Relative increase in mean heights of men born in 1996 vs. 1896
- Total calories from animal protein vs. Mean male height
Human Rights
- Countries with National Human Rights Institutions in compliance with the Paris Principles
- Economic Freedom Global Ranking
- Economic Freedom Score
- Human Rights Score vs. GDP per capita
- Human Rights Scores
- Human Rights Violations
- Proportion of countries that applied for accreditation as independent National Human Rights Institutions in compliance with Paris Principles
- World Map of the Freedom of the Press Status
Human Trafficking
Hunger & Undernourishment
- Child mortality vs. Prevalence of child wasting
- Child mortality vs. Prevalence of stunting
- Depth of the food deficit in kilocalories per person per day
- Global Hunger Index
- Global Hunger Index vs. GDP per capita
- Global Hunger Index vs. extreme poverty
- Global number of people who are undernourished
- Inequality of food consumption vs. GDP per capita
- MDG1.C: Share of population undernourished
- Number of children who are stunted
- Number of children who are wasted
- Number of children who are wasted
- Number of people defined as undernourished
- Number of people who are moderately or severely food insecure
- Number of people who are severely food insecure
- Number of people who are undernourished
- Number of people who are undernourished
- Number of severely food insecure people by region
- Prevalence of childhood stunting, male vs. female
- Prevalence of stunting vs. improved sanitation facilities
- Prevalence of stunting vs. people practicing open defecation
- Prevalence of undernourishment in developing countries
- Prevalence of undernourishment vs share of children who are stunted
- Prevalence of undernourishment vs. share living in extreme poverty
- Prevalence of underweight children vs. extreme poverty
- Share of children that are underweight
- Share of children who are stunted
- Share of children who are stunted
- Share of children who are stunted vs GDP per capita
- Share of children who are wasted
- Share of children who are wasted
- Share of children younger than 5 who suffer from stunting
- Share of people who are undernourished
- Share of population with moderate or severe food insecurity
- Share of population with severe food insecurity
- Share of population with severe food insecurity
- Share of the population that are undernourished
- Share of the population who are undernourished vs GDP per capita
- Stunting by World Bank income group
- Stunting vs GDP per capita
- Stunting vs level of prosperity
Hygiene
Income Inequality
- Annualized average growth rate in per capita real survey mean consumption or income, bottom 40% of population
- GDP per capita vs. economic inequality
- Gini Index around 2015 vs. Gini Index around 2000
- Gini coefficient, equivalized income after tax and transfers
- Gini index of income in 2015 vs 1990 (GCIP – including non-survey years)
- Gini index of income in 2015 vs 1990 (GCIP – survey years only)
- Gini of disposable household income
- Income inequality
- Income inequality and growth across OECD European regions
- Income inequality in Latin America
- Income inequality – Gini Index
- Income share held by richest 10%
- Income shares by quintile
- Inequality in 1990 vs 2015
- Inequality of incomes
- Inequality of incomes before and after taxes and transfers
- Inequality of incomes before and after taxes and transfers
- Share of Total Income going to the Top 1%
- Share of income received by the richest 1% of the population
- Tax reduction in income inequality
- Top 10% income share
- Top 5% income share
- p90 vs p10 of income/consumption distribution: Average annual changeAnnual % change
- p90 vs. p10 of income/consumption distributionLog view
Income Tax
Incomes across the Distribution
Indoor Air Pollution
- Access to clean fuels for cooking vs. GDP per capita
- Child mortality from respiratory infections vs. access to clean fuels for cooking
- Death rate from indoor air pollution vs. GDP per capita
- Death rates from indoor air pollution
- Death rates from indoor air pollution vs. share in extreme poverty
- Deaths from household and outdoor air pollution
- Deaths from indoor air pollution, by age
- Has country already reached SDG target on clean cooking fuels?
- Household air pollution deaths by region
- Household air pollution vs. outdoor air pollution death rates
- Indoor air pollution death rates vs. access to clean fuels for cooking
- Number of deaths from indoor air pollution
- Number of deaths from indoor air pollution, 1990 vs. 2017
- Percentage of households using solid fuels for cooking, rural vs. urban
- Percentage of population using solid fuels as the main cooking fuel
- Share of deaths from indoor air pollution
- Share of rural vs. urban population with electricity access
- Share of the population with access to clean fuels for cooking
Industrialization
Infant Mortality
- Annual deaths of infants younger than 1 year, by world region
- Child deaths by life stage
- Global infant deaths by region
- Global infant mortality by cause for boys vs. girls
- Infant mortality by sex
- Infant mortality rateUN IGME (1960 to 2017)
- Infant mortality rate
- Infant mortality rate by sexWorld Bank; UN IGME (1990 to 2017)
- Infant mortality rates in England and Wales
- Maternal mortality vs. Neonatal mortality
- Neonatal mortality rateUN IGME (1960 to 2017)
- Neonatal mortality rateWith SDG Target
- Neonatal mortality vs. births attended by skilled health staff
- Neonatal, infant and child mortality rates
- Number of infant deaths
- Number of neonatal deaths
- Number of neonatal deaths by region
- The decline of neonatal mortality by level of prosperity
Infectious Diseases
Informal Sector
Infrastructure Projects
Intelligence
Interest Rates & Credit Market
Intergovernmental Organizations & Diplomacy
- Countries with National Human Rights Institutions in compliance with the Paris Principles
- Country reports progress in multistakeholder monitoring frameworks that track implementation of commitments to SDGs?
- Proportion of members of developing countries in international organizations
- Proportion of voting rights in international organizations
- Share of parties to international multilateral environmental agreements on hazardous waste and other chemicals
International Trade
- Air transport, freight (ton-km)
- Difference in the value of goods exported to and imported by the US
- Difference in the value of goods exported to and imported by the US vs. GDP per capita
- Distribution of global merchandise exports, by region of origin
- Exports between rich and non-rich countries
- Exports of goods and services by income group
- Exports of goods and services by income group
- Exports within Western Europe (%GDP)
- Fuel exports (% of merchandise exports)
- Globalization over 5 centuries
- Growth of global exports
- Growth of income and trade
- Imports of goods and services
- Intercontinental trade per capita, selected countries
- Merchandise exports by continent of destination
- Merchandise exports by destination
- Proportion of tariff lines applied to imports from least developed countries with zero-tariff
- Share of bilateral and unilateral trade partnerships around the world
- Share of food products in total merchandise exports
- Share of global exports by income level of the trade partners
- Share of manufactures in total merchandise exports
- Share of service in total exports
- Share of services in total exports
- Tariff rate across all products
- Tariff rate for primary and manufactured products
- The decline of transport and communication costs relative to 1930
- Total value of exports by country to world (% of GDP)
- Trade Openness
- Trade in services (exports plus imports) as share of GDP
- Trade openness in Europe
- Trade share by type of trade
- Trade – exports plus imports – as share of GDP
- Value of exported goods as share of GDP
- Value of exported of goods and services
- Value of exports as a share of GDP
- Value of exports to capital-intensive and labor-intensive countries, as % of GDP
- Value of imported goods (% GDP)
- Value of imports from capital-intensive and labor-intensive countries, as % of GDP
- Various sources of merchandise trade as a share of GDP
- Western European exports by region of destination
- World GDP over the last two millennia
Internet
- Broadband subscriptions per 100 people
- Correlation between internet usage and mean years of schooling
- Correlation between internet users (as a share of the population) and GDP per capita
- Cost of 1GB of mobile data (% of average income)
- Daily hours spent with digital media
- Daily time spent on the internet by young people
- Internet users by world region
- Mobile cellular subscriptions
- Number of internet users by country
- Percentage of individuals using the internet by country
- Percentage of young people engaging in social networking online
- Share of population covered by the internet
- Share of the population using the Internet
Irrigation
LGBTQ Rights
Labor & Capital Share
Labor Force Participation & Employment
- Distribution of job finding methods for employed workers in European countries
- Employment rate with tertiary vs vocational education
- Employment rates of 25-34 year-olds by education level
- GDP per head vs share of industry in employment
- GDP per head vs share of services in employment
- GDP per head vs share of services in employment
- Industry employment
- Informal employment
- MDG1.B: Share of working age population in employment
- Percentage of workers who found their current job through personal contacts
- Ratio of female to male labor force participation rates
- Share of agriculture in total employment
- Share of employment in agriculture, industry, and services
- Share of people who are worried about losing their job (%)
- Share of service in total exports
Labor Market Policies
Land Use
- Agricultural land use
- Arable land needed to produce a fixed quantity of crops (1961 = 1)
- Area of land needed to meet global vegetable oil demand
- Cropland extent over the long-run
- Extent of extensive agriculture
- Extent of foraging, hunting and gathering
- Extent of intensive agriculture
- Extent of pastoralism
- Global land use since 10,000BC
- How much cropland has the world spared due to increases in crop yields?
- Land area
- Land area per crop type
- Land use for palm oil production
- Land use of foods per 1000 kilocalories
- Land use per 100 grams of protein
- Land use per kilogram of food product
- Rural land area where elevation is below 5 meters (% of total land area)
- Share of world regions with land use present
- Terrain Ruggedness Index
- cereal production, yield and land use
Land Use and Yields in Agriculture
- Agricultural area over the long-term
- Agricultural land per capita
- Agricultural land use per person
- Arable land needed to produce a fixed quantity of crops (1961 = 1)
- Arable land use per person
- Change of cereal yield and land used for cereal production
- Cropland extent over the long-run
- Cropland per capita
- Cropland per capita vs. population density
- Cropland per person over the long-term
- Cropland use over the long-term
- Dietary land use vs. GDP per capita
- FAO projections of arable land
- Global agricultural land use by major crop type
- Global land spared as a result of cereal yield improvements
- Grazing land use over the long-term
- Land use vs. yield change in cereal production
- Organic agricultural area
- Peaking farmland: global arable and permanent crop area and Ausubel (2013) projections of peak farmland
- Projections for global peak agricultural land
- Share of arable land which is organic
- Share of global habitable land needed for agriculture if everyone had the diet of...
- Share of land area used for agriculture
- Share of land area used for arable agriculture
- Share of land used for permanent meadows and pastures
- Tractors per 100 square kilometres of arable land
Lead Pollution
- Death rate from lead exposure
- Global phase-out of leaded petrol in road vehicles
- Lead concentrations in the blood of children in the United States
- Mean lead concentrations in the blood of adults
- Mean lead concentrations in the blood of children
- Number of children with blood levels greater than 10 µg/dL
- Number of children with blood levels greater than 5 µg/dL
- Number of premature deaths from lead exposure
- Which countries have legally-binding controls on lead paint?
Life Expectancy
- Annual number of deaths by world region
- Difference between female and male life expectancy at age 45
- Difference between male and female life expectancy
- Difference in female and male life expectancy at birth
- Differences in life expectancy are more regional than national
- Expected years of living with disability or disease burden
- Extreme poverty (headcount ratio) vs Life expectancy at birth
- Female and male life expectancy at birth
- Female minus male life expectancy vs. Non-communicable disease death rates
- Female-to-male life expectancy ratio
- Future life expectancy projections
- Gender difference in life expectancy
- Healthy life expectancy and years lived with disability
- Healthy life expectancy vs. Health expenditure per capita
- Life Expectancy at birthOECD data
- Life expectancy
- Life expectancyWorld Bank data
- Life expectancy at age 10
- Life expectancy at age 15 by sex
- Life expectancy at age 45
- Life expectancy at birth by sex
- Life expectancy by world region
- Life expectancy of women vs life expectancy of men
- Life expectancy vs. GDP per capita
- Life expectancy vs. GDP per capita
- Median Age
- Share of men and women expected to survive to the age of 65
- Women's life expectancy at birth
- Years lived with disability vs. Health expenditure per capita
Light
Literacy
Literacy
- Adult literacy rate
- Adult literacy rate, population 15+ years, female (%)
- Adult literacy rate, population 15+ years, female (%)
- Adult literacy rate, population 15+ years, male (%)
- Adult literacy rates
- Average literacy score (PIAAC test) vs national literacy rate
- Gender parity index (GPI): Literacy rate of young people (ages 15-24)
- Literacy rates, adult female, one-sentence test (DHS) vs self-reports (UNESCO)
- Literacy rates, adult male, one-sentence test (DHS) vs self-reports (UNESCO)
- Youth literacy rate, female
- Youth literacy rate, male
Malaria
Marriage & Relationships
- Average age of women at marriage
- Cumulative share of marriages in England and Wales ending in divorce
- Divorces per 1,000 people
- Duration of marriages ending in divorce
- Marital Status of adults who identify as LGBT in the US
- Number of countries where same-sex marriage is legal
- Same-sex married households in the US
- Share of children who were born outside of marriage
- Share of households that are single-parent
- Share of marriages in England and Wales that ended in divorce
- Share of women (aged 20-24 years) who were married by age 15
- Share of women married or in a union
- Share of women who were married by age 18
Maternal Health
- Has country already reached SDG target on maternal mortality?
- MDG5.A: Maternal mortality ratio (per 100,000 live births)
- MDG5.B: Share of pregnant women receiving adequate antenatal care
- Maternal Mortality RatioGapminder & World Bank (from 1800)
- Maternal Mortality RatioSlope Chart; World Bank
- Maternal deaths by cause
- Maternal deaths by income group
- Maternal mortality ratioWorld Bank (from 1990)
- Maternal mortality ratioWith SDG Target
- Maternal mortality ratio vs GDP per capita
- Maternal mortality ratio vs. Births attended by skilled health staff
- Maternal mortality ratio vs. Fertility rate
- Maternal mortality vs. Neonatal mortality
- Maternal mortality vs. health expenditure over time
- Number of maternal deaths
- Number of maternal deaths
- Number of maternal deaths by region
- Share of births attended by skilled health staff
- Share of pregnant women receiving prenatal care
- Share of women that are expected to die from pregnancy-related causes
- The maternal mortality ratio in 2000 and 2017World Bank
Measles
Meat and Seafood Production & Consumption
- Antibiotic use in livestock
- Antibiotic use in livestock in Europe
- Antibiotic use in livestock vs. GDP per capita
- Antibiotic use in livestock vs. meat supply per capita
- Aquaculture production
- Beef and buffalo meat consumption per person
- Beef production
- Capture fishery production
- Cattle meat per animal
- Chicken meat production
- Chicken meat yield per animal
- Daily meat consumption per person
- Dietary land use vs. beef consumption
- Does livestock antibiotic use exceed suggested target?
- Egg production
- Eggs per bird
- Energy efficiency of meat and dairy production
- Feed required to produce one kilogram of meat or dairy product
- Fish and seafood consumption per capita
- Fish and seafood consumption vs. GDP per capita
- Fish and seafood production
- Fish catch by fishing sector
- Fish catch by fishing sector
- Fish discards
- Fish landings and discards
- Global capture fishery production
- Global fishery catch by sector
- Global meat demand if everyone ate like the average citizen of...
- Global meat production
- Global wild fishery catch by sector
- Livestock counts
- Meat consumption vs. GDP per capita
- Meat production
- Meat production by livestock type
- Meat supply per person
- Milk per animal
- Milk production
- Milk production
- Number of animals slaughtered for meat
- Number of cattle
- Number of pigs
- Number of poultry birds
- Per capita egg consumption
- Per capita meat consumption by type
- Per capita meat consumption by type
- Per capita meat consumption in the EU28 OECD, 1990-2018
- Per capita meat consumption in the United StatesUSDA, 1970-2018
- Per capita milk consumption
- Per capita milk supply vs. GDP per capita
- Pig meat per animal
- Pigmeat production
- Poultry meat per animal
- Poultry production
- Protein efficiency of meat and dairy production
- Seafood and fish production
- Seafood production: wild fish catch vs aquaculture
- Seafood production: wild fish catch vs aquaculture
- Share of cereals allocated to animal feed
- Share of egg production that is free-range
- Share of protein supply from animal-based foods vs. GDP per capita
- Status of the world's fish stocks
- UK egg production by system
Media
Mental Health
- Anxiety disorder DALYs, age-standardized rate
- Bipolar disorder DALYs, age-standardized rate
- DALY rates from anxiety disorders by age
- DALY rates from bipolar disorder by age
- DALY rates from schizophrenia by age
- DALYs (Disability-Adjusted Life Years) from mental and neurodevelopmental disorders
- DALYs from eating disorders by age
- DALYs from mental health and substance use disorder by age
- DALYs from mental health and substance use disorders
- DALYs from mental health and substance use disorders
- Death rates from eating disorders
- Death rates from mental health and substance use disorders
- Death rates from mental health and substance use disorders by age
- Deaths from eating disorders
- Deaths from mental health and substance use disorders
- Depression prevalence by level of education & employment
- Depressive disorder DALY rates by age
- Depressive disorder DALYs, age-standardized rate
- Disability-adjusted life years: Major depressive disorders, age-standardized rate
- Disability-adjusted life years: Mental and substance use disorders, age-standardized rate
- Eating disorder DALYs, age-standardized rate
- Mental and substance use disorders as a share of total disease burden
- Mental health disorders as a share of total disease burden
- Number of people with an eating disorder
- Number of people with an eating disorder
- Number of people with anxiety disorders
- Number of people with anxiety disorders
- Number of people with attention deficit/hyperactivity disorder (ADHD)
- Number of people with bipolar disorder
- Number of people with bipolar disorder
- Number of people with depression
- Number of people with depression by country
- Number of people with depression, by region
- Number of people with developmental intellectual disability
- Number of people with mental and substance use disorders
- Number of people with mental health disorders
- Number of people with mental health disorders
- Number of people with schizophrenia
- Number of people with schizophrenia
- Number with a mental or neurodevelopmental disorder by type
- Number with anorexia and bulimia nervosa
- Prevalence by mental and substance use disorder
- Prevalence of ADHD in males vs females
- Prevalence of Alzheimer disease and other dementias
- Prevalence of anorexia vs. GDP per capita
- Prevalence of anxiety disorders by age
- Prevalence of anxiety disorders vs. GDP per capita
- Prevalence of anxiety disorders vs. income inequality
- Prevalence of anxiety disorders, males vs. females
- Prevalence of bipolar disorder by age
- Prevalence of bipolar disorder in males vs. females
- Prevalence of depression by age
- Prevalence of depression, males vs. females
- Prevalence of developmental intellectual disability in males vs. females
- Prevalence of eating disorders by age
- Prevalence of eating disorders in males vs. females
- Prevalence of mental and substance use disorders across age groups
- Prevalence of schizophrenia by age
- Prevalence of schizophrenia in males vs. females
- Schizophrenia DALYs, age-standardized rate
- Share of population with an eating disorder
- Share of population with anxiety disorders
- Share of population with attention deficit/hyperactivity disorder (ADHD)
- Share of population with bipolar disorder
- Share of population with depression, IHME vs WHO
- Share of population with developmental intellectual disability
- Share of population with developmental intellectual disability vs. GDP per capita
- Share of population with mental health and substance use disorders
- Share of population with mental health or development disorder
- Share of population with mental health or development disorder, males vs. females
- Share of population with mental or substance disorders, male vs. female
- Share of population with schizophrenia
- Share of population with schizophrenia
- Share of the population with depression
- Share of total disease burden by cause
- Suicide death rates vs. prevalence of mental & substance use disorders
- Suicide rates vs. prevalence of depression
Metals & Minerals
Micronutrient Deficiency
- Child mortality vs. Prevalence of anemia among pregnant women
- Child mortality vs. Share of children who are anemic
- Global Hidden Hunger Index in pre-school children
- Global prevalence of zinc deficiency
- Hidden Hunger Index vs. GDP per capita
- Hidden Hunger Index vs. extreme poverty
- Hidden Hunger Index vs. share of energy intake from cereals, roots and tubers
- Market share of household salt with iodine fortification, Europe
- Prevalence of anemia among pregnant women vs. among children
- Prevalence of anemia in children
- Prevalence of anemia in pregnant women
- Prevalence of anemia in women of reproductive age
- Prevalence of anemia in women of reproductive age vs. GDP per capita
- Prevalence of night blindness in pre-school children
- Prevalence of night blindness in pregnant women
- Prevalence of vitamin-A deficiency in children
- Prevalence of vitamin-A deficiency in pregnant women
- Share of children receiving vitamin-A supplementation
- Share of households consuming iodized salt
Migration
Military Personnel
Military Spending
- Defense spending in the United Kingdom, 1692 to 2014
- Military expenditure (% of GDP)
- Military expenditure as a share of GDP
- Military expenditure as share of GDP
- Military expenditure by country
- Military expenditure by country (in thousands of 1900 UK pounds)
- Military expenditure per capita
- Military expenditure per capita, constant 2015 US$
- Military expenditure, constant 2015 US$
- Military personnel
Mortality by Age
Natural Disasters
- Accumulated Cyclone Energy of North Atlantic hurricanes
- Annual Heat Wave Index in the United States
- Average acres burned per wildfire in the United States
- Death rate from natural disasters
- Death rates from natural disasters
- Deaths from natural disasters as a share of total deaths
- Decadal average: Death rates from natural disasters
- Decadal average: Number of deaths from natural disasters
- Direct disaster economic loss
- Direct disaster economic loss as a share of GDP
- Direct economic loss attributed to disasters
- Disaster risk reduction progress score (1-5 scale; 5=best)
- Drought Severity Index
- Economic damage by natural disaster type
- Fatality rates due to lightning in the US
- Fatality rates in the US due to weather events
- Frequency of North Atlantic hurricanes
- Global damage costs from natural disasters
- Global deaths from natural disasters
- Global disaster losses as a share of GDP
- Global economic losses from disasters as a share of GDP
- Global injuries from natural disasters
- Global natural disaster death rates
- Global number affected by natural disasters
- Global precipitation anomaly
- Global reported natural disasters by type
- Global weather disaster losses as a share of GDP
- How many deaths does it take for a disaster in different continents to receive news coverage?
- How many deaths does it take for a disaster to receive news coverage?
- Hurricane landfalls in the United States
- Intensity error
- Internally displaced persons from natural disasters
- Natural disaster deaths by country
- News coverage of disasters
- News coverage of disasters, by continent
- Number left homeless from natural disasters
- Number of deaths and missing persons due to natural disasters
- Number of deaths from earthquakes
- Number of deaths from natural disasters
- Number of deaths from natural disasters by type
- Number of deaths from volcanic eruptions
- Number of known significant earthquakes
- Number of local governments that adopt disaster risk reduction strategies
- Number of people affected by natural disasters
- Number of people directly affected by natural disasters
- Number of recorded natural disaster events
- Number of significant volcanic eruptions
- Number of wildfires in the United States
- Power Dissipation Index (PDI) of North Atlantic cyclones
- Precipitation anomaly in the United States
- Score of adoption and implementation of national strategies in line with Sendai framework
- Score of adoption of legislative and/or regulatory provisions for managing disaster risk
- Share of US land area that experienced extreme one-day precipitation
- Share of US land area with unusually high annual precipitation
- Share of US land area with unusually high summer temperatures
- Share of US land area with unusually low winter temperatures
- Share of local governments that adopt and implement local disaster risk reduction strategies
- Track error
- Wildfire acres burned in the United States
- Wildfire acres burned in the United States (not comparable)
Neglected Tropical Diseases
Neurological Disorders
- Asperger Syndrome prevalence in males vs. females
- Autism prevalence in males vs. females
- DALYs (Disability-Adjusted Life Years) from mental and neurodevelopmental disorders
- DALYs from autistic spectrum disorders
- DALYs rate from attention deficit/hyperactivity disorder (ADHD)
- DALYs rate from autistic spectrum disorders
- Number of people with Asperger Syndrome
- Number of people with attention deficit/hyperactivity disorder (ADHD)
- Number of people with autism
- Number of people with autistic spectrum disorder
- Number of people with autistic spectrum disorders
- Number of people with developmental intellectual disability
- Prevalence of ADHD in males vs females
- Prevalence of Alzheimer disease and other dementias
- Prevalence of autistic spectrum disorder
- Prevalence of developmental intellectual disability in males vs. females
- Share of males vs. females with autistic spectrum disorder
- Share of population with Asperger Syndrome and other autistic spectrum disorders
- Share of population with attention deficit/hyperactivity disorder (ADHD)
- Share of population with developmental intellectual disability
- Share of population with developmental intellectual disability vs. GDP per capita
- Share of the population with autism
- Share of the population with down syndrome
News
- How many deaths does it take for a disaster in different continents to receive news coverage?
- How many deaths does it take for a disaster to receive news coverage?
- News coverage of disasters
- News coverage of disasters, by continent
- Relative coverage of causes of death in The Guardian newspaper
- Relative coverage of causes of death in the New York Times (NYT)
Non-communicable Diseases
Non-food Crops
Nuclear Energy
- Annual change in nuclear energy generation
- Annual percentage change in nuclear energy generation
- Estimated number of deaths from the Chernobyl nuclear disaster
- Nuclear power generation
- Number of deaths from the Fukushima nuclear disaster
- Per capita energy consumption from nuclear
- Primary energy consumption from nuclear
- Public opposition to nuclear energy production
- Share of electricity production from nuclear
- Share of primary energy from nuclear
Nuclear Weapons
Obesity & BMI
- Death rate from obesity
- Death rate from obesity vs. share of adults who are obese
- Mean body mass index (BMI) in men
- Mean body mass index (BMI) in women
- Obesity in men vs. women
- Prevalence of obesity in adult females
- Prevalence of obesity in adult males
- Ratio of diabetes to obesity prevalence
- Share of adult men overweight or obese
- Share of adult men overweight or obese vs. daily supply of calories
- Share of adult women overweight or obese
- Share of adult women overweight or obese vs. daily caloric supply
- Share of adults that are obese
- Share of adults that are obese vs. GDP per capita
- Share of adults that are overweight or obese
- Share of children who are overweight
- Share of children who are overweight
- Share of deaths attributed to obesity
- Share of men defined as underweight, healthy, overweight and obese
- Share of men that are obese
- Share of men that are overweight or obese
- Share of men with raised blood pressure
- Share of overweight men vs. women
- Share of women defined as underweight, healthy, overweight or obese
- Share of women that are obese
- Share of women that are overweight or obese
- Share of women with raised blood pressure
Optimism & Pessimism
- World citizens living under different political regimes
- World population living in extreme povertyWB & Bourguignon and Morrisson (Absolute; 1820-2015)
Ozone Layer
- Annual change in atmospheric CFC-11 concentrations
- Antarctic ozone hole area
- Change in the consumption of ozone-depleting substances
- Consumption of Ozone-Depleting Substances
- Countries subscribed to the Montreal Protocol
- Equivalent stratospheric chorine (ESC) concentrations
- Excess skin cancer cases due to ozone depletion
- Measured and expected atmospheric concentrations of CFC-11
- Number of parties in multilateral environmental agreements
- Ozone-depleting substance consumption
- Ozone-depleting substance emissions
- Stratospheric ozone concentration
- Stratospheric ozone concentration projections
- Subscriptions to the Montreal Protocol by region
Peacekeeping
Pesticides
Plastic Pollution
- Cumulative displaced plastic waste as a result of Chinese import ban
- Cumulative global plastics production
- Cumulative plastic exports by top ten exporters
- Cumulative recycled plastic export value by top ten exporters
- Decomposition rates of marine debris items
- Extrapolated change in plastic fate to 2050
- Global mismanaged plastic by region, 2010
- Global mismanaged plastic waste by region, 2025
- Global plastic waste by disposal
- Global plastics production
- Global river plastic input to the ocean by region
- Grocery bag comparisons for greenhouse gas emissions
- Grocery bag comparisons of environmental impact
- How much plastic waste did China import?
- Macroplastics in the surface ocean
- Mean product lifetime of plastic uses
- Microplastics in the surface ocean
- Mismanaged plastic waste
- Mismanaged plastic waste
- Mismanaged plastic waste per capita
- Mismanaged plastic waste per capita vs. GDP per capita
- Mismanaged plastic waste vs. coastal population
- Per capita mismanaged plastic waste
- Per capita plastic waste vs. GDP per capita
- Plastic exports to China by top 10 exporting countries
- Plastic ocean input from top 20 rivers
- Plastic waste emitted to the ocean
- Plastic waste emitted to the ocean per capita
- Plastic waste emitted to the ocean per capita vs. GDP per capita
- Plastic waste generated by coastal populations
- Plastic waste generation
- Plastic waste generation by industrial sector
- Plastic waste generation per person
- Plastic waste littered
- Primary plastic production by industrial sector
- Primary plastic production by polymer type
- Primary plastic waste generation by polymer
- Probability of mismanaged plastic waste being emitted to ocean
- Projected mismanaged plastic waste in 2025
- Projected share of global mismanaged plastic waste in 2025
- Share of cumulative plastic exports by top ten exporters
- Share of global mismanaged plastic waste
- Share of global mismanaged waste
- Share of global plastic waste emitted to the ocean
- Share of ocean plastics that come from the largest emitting rivers
- Share of plastic waste that is inadequately managed
- Surface plastic mass by ocean basin
- Surface plastic particles by ocean basin
Polio
- Paralytic polio cases globally: Difference between the reported and the estimated true total number
- Polio cases by world region
- Polio: Rate of cases vs vaccination coverage
- Prevalence of Polio Rates in the United States
- Progress towards polio eradication: Endemic countries and polio-free countries
- Reported paralytic polio cases (per 1 million people)
- Reported paralytic polio cases and deaths
- Share of one-year-olds vaccinated against polio (Pol3)
- The decade of the last recorded case of paralytic polio by country
- The number of reported paralytic polio cases
- The number of reported paralytic polio cases by world region
Political Asylum & Refugees
Political Engagement
Political Regimes
Political Stability
Population Growth
- Absolute increase in global population per year
- Age dependency ratio projections
- Annual number of births by world region
- Annual number of deaths by world region
- Birth rate vs. death rate
- Child mortality rate vs population growth
- Children per woman
- Children per woman vs population growth
- Completeness of birth registration
- Completeness of death reporting
- Crude death rate: the share of the population that dies per year
- Global and regional population estimates (US Census Bureau vs. UN)
- Historic and projected population
- Historical world population: comparison of different sources
- Natural population growthUN (1950 to 2100)
- PopulationGapminder & UN (since 1800)
- Population and projected growth (total population and under 5)
- Population by age bracket with UN projections
- Population by broad age group
- Population by broad age group projected to 2100
- Population by countryClio Infra (1500 to 2000)
- Population density
- Population growth by world region: The annual change of the population
- Population growth rateUN (1950 to 2100)
- Population growth rate by level of development
- Population growth rate vs Child mortality rate
- Population growth rate vs. median age
- Population growth rate with and without migration
- Population growth vs child mortality
- Population growth: The annual change of the populationUN (1950 to 2100)
- Population of all world regions, including the UN projection
- Population under five years old
- Rate of natural population increaseUN
- Size of young, working age and elderly populations
- Size of young, working-age and elderly populations
- The Demographic Transition
- The Demographic Transition: Decline of the death rate followed by a decline of the birth rate
- The total fertility rate by world region including the UN projections
- World population by regionHYDE (1820 to 2019)
Poverty
- National poverty line vs Median daily expenditure
- Poverty rate (<60% of median) (LIS Key Figures)
- Share of population living in poverty by national poverty lines
- Share of rural population living in poverty at national poverty lines
- Share of urban and rural population living in poverty by national poverty lines
- Share of urban population living in poverty at national poverty lines
- Yearly cost of closing the global poverty gap, with and without China (million int-$)
Poverty Relative to Poverty Lines Higher than the International Poverty Line
- Distribution of population between different poverty thresholds
- Distribution of population between different poverty thresholds2021 Povcal data
- Distribution of population between different poverty thresholds
- National poverty line vs Median daily expenditure
- Share in poverty relative to different poverty thresholds
- Share of population living under different poverty thresholds
- Share of population living with less than 1.90$ and 3.20$ per day
Pre-Primary Education
- Duration of pre-primary education
- Gender gap in pre-primary education: Share of students in pre-primary education who are female
- Government expenditure on pre-primary education as share of GDP
- Gross enrollment ratio in pre-primary education
- Gross vs. net enrollment rate in pre-primary education
- Hours per week spent on child care, United States
- Net enrolment rate, boys vs. girls in pre-primary education
- Net enrolment rate, pre-primary, both sexes
- Number of enrolled children in pre-primary education
- Official entrance age to pre-primary education
- Percentage of teachers in pre-primary education who are qualified
- Pupil-teacher ratio in pre-primary education
- Pupil-teacher ratio in pre-primary education
- School life expectancy at the pre-primary education level
- School life expectancy of boys and girls at the pre-primary education level
- Share enrolled in private institutions at the pre-primary education level
- Share of teachers in pre-primary education who are trained
Press Freedom
Prices
Primary Education
- Attendance vs enrolment rates, primary education
- Existence of nationally representative learning assessment in grades 2 or 3 of primary education
- Girls of primary school age who are out-of-school, by world region
- Government expenditure on primary education by country
- Gross enrollment ratio in primary education
- Gross enrolment ratio, primary, gender parity index (GPI)
- Gross vs. net enrollment rate in primary education
- Is primary enrolment data available in the Global Education Monitoring Report 2018?
- MDG2.A: Net enrolment rate in primary education
- Net enrolment rate, primary, gender parity index (GPI)
- Official entrance age to compulsory education
- Out-of-school children of primary school age by world region
- Percentage of primary schools with access to potable water
- Percentage of primary schools with toilets
- Percentage of pupils in grades 2/3 achieving at least a minimum proficiency in reading
- Percentage of teachers in primary education who are qualified
- Primary completion rate
- Primary completion rate
- Primary completion rate, gender parity index (GPI)
- Primary education spending as share of all education levels vs. Overall education spending as share of all public spending sectors
- Primary school completion rate
- Primary school enrolment
- Primary schooling: Adjusted net attendance rate
- School life expectancy, primary, gender parity index (GPI)
- Share enrolled in private institutions at the primary education level
- Share of primary-school-age children who are out of school
- Share of students at end of primary education achieving minimum maths proficiency, 2010-2015
- Share of students at end of primary education achieving minimum reading proficiency, 2010-2015
- Share of students in early primary education achieving minimum maths proficiency, 2010-2015
- Share of students in early primary education achieving minimum reading proficiency, 2010-2015
- Total net enrollment rate in primary education
- Total net enrollment rate in primary education by sex
- Total net enrolment rate, primary, gender parity index (GPI)
Prisons
Productivity
- Annual productivity growth rate (%) vs. R&D expenditure (% of GDP)
- Capital intensity vs. labor productivity
- GDP per capita vs. labour productivity
- Gap in GDP per hour worked with respect to the United States
- Higher labour productivity and price levels in richer and poorer countries
- Labor productivity and capital intensity
- Productivity per hour of work in the UK
- Productivity vs. educational attainment
- Productivity vs. share of tertiary schooling
- TFP at constant national prices (2011=1)
- Unit labor cost by main economic activity (ISIC Rev.4)
Productivity of Technologies
Projections of Future Education
- Global demand for education: Global population projection by age group by the Wittgenstein Centre
- Global demand for education: Global population younger than 15 until 2100, according to Wittgenstein Centre's SSP2
- Global demand for education: Global population younger than 15 until 2100, according to Wittgenstein Centre's SSP2 CER
- Global demand for education: Global population younger than 15 until 2100, according to Wittgenstein Centre's SSP2 FT
- Population breakdown by highest level of education achieved for those aged 15+
- Projected world population by level of education
- Projections of the Total Population by education scenario
- Projections of the global population younger than 15, by education scenario
- Projections of the population younger than 15 in Africa, by education scenario
- Share of the population with no formal education, projections by IIASA
Property Rights
Public Debt
Quality of Education
- Actual teaching time vs time teachers are present
- Average learning outcomes by total education expenditure per capita
- Average learning outcomes vs GDP per capita
- Average reading performance in PISA and average spending per student
- Average score for 4th graders on the TIMSS science assessment
- Average score for 8th graders on the TIMSS mathematics assessment of boys vs girls
- Average test score in mathematics and science
- Average test score in mathematics and science vs. GDP per capita
- Existence of nationally representative learning assessment at the end of primary education
- Existence of nationally representative learning assessment in grades 2 or 3 of primary education
- LLECE: Mean performance on the mathematics scale for 6th grade students
- Learning outcomes, minimum vs advanced achievement
- National average learning outcomes
- National average learning outcomes vs government expenditure per student
- National average learning outcomes vs. government expenditure per primary student
- National average learning outcomes, 1985 vs 2015
- OECD PISA reading test score vs. UN Human Development Index
- PASEC: Mean performance on the French language scale for 5th grade students
- PIAAC: Mean Adult Numeracy Proficiency
- PIRLS reading assessment: Average score for fourth graders
- PISA average mathematics score, male vs female
- PISA score of the best and worst student by country
- PISA scores of 15-year-olds by reading proficiency level
- PISA scores – Education test scores by the OECD
- PISA test score: Mean performance on the mathematics scale
- PISA test score: Mean performance on the reading scale
- PISA test score: Mean performance on the science scale
- PISA: Mean performance on the mathematics scale, by sex
- PISA: Mean performance on the reading scale, by sex
- Percentage of pupils in grades 2/3 achieving at least a minimum proficiency in reading
- Proportion of children aged 36-59 months who are developmentally on track
- SABER rating of education policies aimed at improving school accountability
- SACMEQ: Mean performance on the 6th grade mathematics scale
- Scheduled teaching time that teachers are in the classroom
- Share of students achieving advanced learning outcomes
- Share of students achieving intermediate learning outcomes
- Share of students achieving minimum learning outcomes
- Share of students achieving no or minimum learning outcomes (2005-2015)
- Share of students achieving no or minimum learning outcomes by government expenditure per student
- Share of students achieving no or minimum learning outcomes by total education expenditure per capita
- Share of students at end of lower secondary education achieving minimum maths proficiency, 2010-2015
- Share of students at end of lower secondary education achieving minimum reading proficiency, 2010-2015
- Share of students at end of primary education achieving minimum maths proficiency, 2010-2015
- Share of students at end of primary education achieving minimum reading proficiency, 2010-2015
- Share of students in early primary education achieving minimum maths proficiency, 2010-2015
- Share of students in early primary education achieving minimum reading proficiency, 2010-2015
- Share of students in top PISA score level, Mathematics, Male vs Female
- Share of top-performing students
Quality of Institutions
Quality of Life
- Average weekly leisure estimates by age, United States
- Gender gap in leisure time
- Hours per week spent in home production in the United States, by employment and marital status
- Hours per week spent in leisure, by sex, United States
- How Europeans spend their time
- Participation time by activity, per day
- Participation time in employment per day
- Participation time in household and family care per day
- Participation time in leisure, social, and associative life per day
- Participation time in personal care per day
- Participation time in study per day
- Participation time in travel per day
- Time allocation in Finland, by sex
- Time spent in domestic work, female vs. male
- Time spent in employment per day
- Time spent in study per day
- Time spent on 'other activities', per day, men vs women
- Time spent on activities in an average day
- Time spent on activities in an average day, females
- Time spent on activities in an average day, males
- Time spent on activities on an average day, by sex, Sweden
- Time spent on free time activities, per day, men vs women
- Time spent on leisure, social, and associative life per day
- Time spent on meals and personal care, per day, men vs women
- Time spent on personal care, per day, men vs women
- Time spent on travel, per day, men vs women
- Time spent sleeping, per day, men vs women
- Weekly home production time by age group, United States
- Weekly hours dedicated to home production in the USA, by demographic group
Quantitative View of the World
- Share of public who knew extent of global vaccination of one-year-olds
- Share of public who knew extent of women in education
- Share of public who knew global extreme poverty was falling
- Share of public who knew global life expectancy was at least 70 years
- Share of public who knew proportion of girls in school at low incomes
- Share of public who know majority of global population have access to electricity
Redistribution
Religion
Remittances
Renewable Energy
- Annual change in hydropower generation
- Annual change in renewable energy generation
- Annual change in solar energy generation
- Annual change in wind energy generation
- Annual percentage change in hydropower generation
- Annual percentage change in renewable energy generation
- Annual percentage change in solar energy generation
- Annual percentage change in wind energy generation
- Biofuel energy production
- Biofuel production by region
- CO₂ emissions per capita vs. share of electricity from renewables
- Cumulative installed marine energy capacity
- Global hydropower consumption
- Global onshore wind installed project costs
- Hydropower generation
- Hydropower generation by region
- Installed geothermal energy capacity
- Installed global renewable energy capacity by technology
- Installed renewable energy capacity
- Installed solar energy capacity
- Installed wind energy capacity
- International finance received for clean energy
- Investment in renewable energy, by technology
- Marine energy production, gigawatt-hours
- Modern renewable energy generation by source
- Number of patents filed for renewable energy technologies
- Number of patents filed for renewable energy technologies
- Onshore wind cost per kilowatt-hour
- Onshore wind cost vs. wind energy generation
- Onshore wind project cost breakdown
- Per capita energy consumption from hydropower
- Per capita energy consumption from renewables
- Per capita energy consumption from solar
- Per capita energy consumption from wind
- Primary energy consumption from hydropower
- Primary energy consumption from renewables
- Primary energy consumption from solar
- Primary energy consumption from wind
- Renewable Energy Investment
- Renewable Energy Investment
- Renewable electricity-generating capacity
- Renewable energy consumption
- Renewable energy generation
- Renewable energy generation
- Share of electricity production from hydropower
- Share of electricity production from renewables
- Share of electricity production from solar
- Share of electricity production from wind
- Share of final energy consumption from renewable sources
- Share of primary energy from hydroelectric power
- Share of primary energy from renewable sources
- Share of primary energy from solar
- Share of primary energy from wind
- Share of the population with access to clean fuels for cooking
- Solar PV Cumulative Capacity
- Solar PV module prices
- Solar PV module prices vs. cumulative capacity
- Solar PV system costs
- Solar energy generation by region
- Solar energy generation vs. capacity
- Solar power generation
- Wind energy generation by region
- Wind energy generation vs. installed capacity
- Wind power generation
Research & Development
- Annual productivity growth rate (%) vs. R&D expenditure (% of GDP)
- Number of patents awarded through the industrial revolution
- Patent applications per million residents
- Patent applications vs. scientific publications
- Patents granted in the United States by category
- Researchers in R&D per million people
- Scientific and technical journal articles
- Scientific and technical journal publications per million residents
- Spending on research and development as share of GDP
- Two centuries of granted patents in the United States
Respiratory Diseases
Returns to Education
Risk and Insurance
Sanitation
- Child mortality from diarrheal diseases vs. access to basic handwashing facilities
- Death rate from unsafe sanitation
- Death rates from unsafe sanitation
- Has country already reached SDG target for access to sanitation?
- Mortality rate attributable to unsafe water, sanitation, and hygiene
- Number of people in rural areas without access to improved sanitation facilities
- Number of people using at least basic sanitation facilities
- Number of people with and without access to improved sanitation facilities
- Number of people with and without access to safe sanitation
- Number of people without access to improved sanitation
- Number of people without access to improved sanitation facilities
- Number of people without access to safe sanitation
- Open defecation in rural areas vs. urban areas
- People practicing open defecation vs. share with improved sanitation facilities
- Sanitation facilities coverage
- Sanitation facilities coverage in rural areas
- Sanitation facilities coverage in urban areas
- Share of deaths from unsafe sanitation
- Share of people practicing open defecation
- Share of population using at least basic sanitation facilities
- Share of population using safely managed sanitation facilities
- Share of population who gained access to improved sanitation since 1990
- Share of population with improved sanitation vs. GDP per capita
- Share of the population with access to improved sanitation facilities
- Share of the population with access to sanitation facilities
- Share of the population without access to improved sanitation
- Share of the rural population with access to improved sanitation facilities
- Share of urban population with improved sanitation faciltities
- Share of urban vs. rural population using at least basic sanitation
- Share of urban vs. rural population using safely managed sanitation facilities
- Total official financial flows for water supply and sanitation, by recipient
- Urban sanitation facilities vs. rural sanitation facilities
Secondary Education
- Completion rate of lower secondary education
- Cumulative drop-out rate to the last grade of lower secondary general education
- Government expenditure on secondary education by country, 1974-2014
- Gross enrollment ratio in secondary education
- Gross enrolment ratio, secondary education, gender parity index (GPI)
- Net enrolment rate, secondary, gender parity index (GPI)
- Percentage of teachers in lower secondary education who are qualified
- Percentage of teachers in secondary education who are qualified
- Percentage of teachers in upper secondary education who are qualified
- Share of students at end of lower secondary education achieving minimum maths proficiency, 2010-2015
- Share of students at end of lower secondary education achieving minimum reading proficiency, 2010-2015
- Share of the population with at least some secondary education
Smallpox
- Deaths caused by smallpox as a share of all deaths in London
- Deaths from smallpox per 1,000 population
- Deaths from smallpox per 1,000 population vs. Life expectancy
- Decade in which smallpox ceased to be endemic by country
- Global number of reported smallpox cases
- Life expectancy
- Life expectancy and smallpox deaths per 10,000 people in Sweden
- Number of reported smallpox cases
- Reported number of smallpox infections by world region
- The discrepancy between the reported and revised numbers of global smallpox cases
Smoking
Smoking
- Death rate from smoking
- Number of cigarettes smoked per smoker per day
- Number of current smokers
- Number of deaths from smoking in 1990 vs. 2017
- Prevalence of daily smoking in populations aged 10 and older
- Share of adults who smoke in 2007 vs. 2018
- Share of people who smoke every day
- Share of tobacco in total household consumption
- Share who smoke tobacco daily
- Smoking death rate in 1990 vs. 2017
Social Spending
Soil
Sports
Substance Use
- Alcohol and drug use disorders as a share of total disease burden
- Coverage of treatment interventions for substance use disorders
- DALY rates from drug use disorders by age
- DALYs (Disability-Adjusted Life Years) rate from alcohol and drug use disorders
- DALYs from mental health and substance use disorder by age
- DALYs from mental health and substance use disorders
- DALYs from mental health and substance use disorders
- Death rate from amphetamine overdoses
- Death rate from opioid overdoses
- Death rates from alcohol and drug use disorders
- Death rates from cocaine overdoses
- Death rates from drug use disorders
- Death rates from mental health and substance use disorders
- Death rates from mental health and substance use disorders by age
- Death rates from substance use disorders
- Deaths from alcohol and drug use disorders
- Deaths from mental health and substance use disorders
- Deaths from substance use disorders
- Deaths from substance use disorders by age
- Deaths from tobacco, alcohol and drugs
- Disability-adjusted life years: Mental and substance use disorders, age-standardized rate
- Drug overdose death rates
- Drug use disorder DALYs, age-standardized rate
- Mental health as a risk factor for illicit drug dependency or abuse
- Number of deaths from alcohol and drug use disorders
- Number of deaths from drug use disorders
- Number of deaths from illicit drug overdoses
- Number of deaths from illicit drugs
- Number of deaths from substance use disorders
- Number of people with a drug use disorder
- Number of people with alcohol or drug use disorders
- Number of people with alcohol or drug use disorders
- Number of people with alcohol use disorders by region
- Number of people with drug use disorders
- Number with a drug use disorders by substance
- Prevalence of drug use disorders by age
- Prevalence of drug use disorders, males vs females
- Prevalence of mental and substance use disorders across age groups
- Share of population with alcohol use disorder vs. drug use disorder
- Share of population with alcohol use disorders
- Share of population with an alcohol use disorder
- Share of population with drug use disorders
- Share of population with drug use disorders
- Share of the population with alcohol or drug use disorders
- Share of the population with alcohol use disorders
- Share with alcohol or drug use disorders, men vs. women
Suicide
- Death rate from suicidesIHME (1990 to 2016)
- Deaths from suicide, by age
- Male and female suicide rate
- Male vs. female suicide rate
- Male-to-female ratio of suicide rates
- National suicide rates and mean years of schooling in population over age 15
- Number of suicide deaths from firearms
- Share of deaths from suicide
- Share of suicide deaths from pesticide poisoning
- Suicide and life satisfaction across countries
- Suicide death rate by age
- Suicide death ratesWorld Bank (2000 to 2016)
- Suicide death rates by sex
- Suicide rateWorld Bank (2000 to 2016)
- Suicide rate by firearm
- Suicide rate in 1990 vs. 2017
- Suicide rate vs self-reported life satisfaction
- Suicide rate vs. death rate from violence (per 100,000)
- Suicide rate vs. homicide rate
- Suicide rate vs. income inequality
- Suicide rates by age
- Suicide rates by countryWHO (1950 to 2005)
- Suicide rates vs. prevalence of depression
Taxation
- Composition of tax revenues
- Government Revenues as a share of national income
- Number of countries having implemented Value Added Taxes
- Relative weight of two forms of consumption taxation
- Revenue from income taxes in Europe
- Share of domestic budget funded by domestic taxes
- Statutory corporate income tax rate
- Statutory corporate income tax rates, 2000 vs 2018
- Tax reduction in income inequality
- Tax revenue
- Tax revenue as share of GDP
- Tax revenue vs GDP per capita
- Tax revenues by source
- Taxes on goods and services
- Taxes on income vs. taxes on goods and services
- Taxes on incomes of individuals and corporations
- Top marginal income tax rate
- Top marginal income tax rates
- Top marginal income tax rates, selected countries
- Total tax revenue (%GDP) vs Government effectiveness
- Total tax revenue (%GDP) vs State effectiveness
- Total tax revenues
- Two sources of data on tax revenue as share of GDP
Teachers & Professors
- Actual teaching time as share of scheduled teaching time
- Actual teaching time vs time teachers are present
- Annual salary of primary teachers with 10 years of experience
- GDP per capita vs Staff compensation as share of total expenditure in primary public education
- Number of teachers across education levels
- Percentage of teachers absent from class
- Percentage of teachers absent from school
- Percentage of teachers in lower secondary education who are qualified
- Percentage of teachers in pre-primary education who are qualified
- Percentage of teachers in primary education who are qualified
- Percentage of teachers in primary education who are qualified, both sexes (%)
- Percentage of teachers in secondary education who are qualified
- Percentage of teachers in upper secondary education who are qualified
- Pupil-teacher ratio for primary education
- Pupil-teacher ratio in pre-primary education
- Pupils per qualified teacher vs GDP per capita
- SABER rating of education policies aimed at preparing teachers with training
- Scheduled teaching time that teachers are in the classroom
- Share of primary school teachers who are female
- Share of secondary school teachers who are female
- Share of teachers in lower secondary education who are trained
- Share of teachers in pre-primary education who are trained
- Share of teachers in primary education who are trained
- Share of teachers in secondary education who are trained
- Share of teachers in tertiary education who are female
- Share of teachers in upper secondary education who are trained
- Share of teachers who are female in primary vs tertiary education
- Share of trained teachers vs share of qualified teachers, primary schools
- Staff compensation as share of total expenditure in primary public education
- Staff compensation as share of total expenditure in public education (all levels)
- Starting salaries for teachers in public primary education
Technological Progress
- Computing efficiency
- Cost of sequencing a full human genome
- Cost per Megabase (Mb) of human genome DNA sequencing
- Costs of 66 different technologies over time
- Moore's Law: Transistors per microprocessor
- Non-commercial flight distance records
- Number of human genome base pairs sequenced per US$
- Price changes in consumer goods and services in the USA
- Supercomputer Power (FLOPS)
Technology Adoption
- Fixed (landline) telephone subscriptions vs. GDP per capita
- Fixed broadband subscriptions (per 100 people)
- Fixed telephone subscriptions
- Mobile and fixed landline telephone subscriptions
- Mobile cellular subscriptions
- Mobile phone subscriptions vs. GDP per capita
- Motor vehicle ownership, per 1000 inhabitants
- Motor vehicles per 1000 inhabitants vs GDP per capita
- Registered Mobile Money Accounts
- Registered Mobile Money Accounts by Region
- Secure Internet servers
- Share of US households using specific technologies
- Share of the population using the Internet
- Technology and infrastructure diffusion in the US
Teenage Pregnancy
Terrorism
- Death rates from conflict and terrorism
- Deaths from conflict and terrorismIHME, GBD (1990 to 2016)
- Deaths from terrorism
- Global number of airliner hijackings and fatalities
- Incidence, fatality and injury from terrorist attacks
- Number of deaths from terrorist attacks
- Number of non-fatal injuries from terrorist attacks
- Number of terrorist attacks
- Share of US citizens who say they're less willing to do certain activities because of terrorism
- Share of people who are worried about terrorism
- Share who are worried about vs. share of deaths from terrorism
- Terrorism as a share of total deaths
- Terrorism deaths vs. conflict deaths
- Terrorism deaths, RAND vs. GTD
- Terrorist attacks by region
Tertiary Education
- Government expenditure on tertiary education
- Government expenditure per student, tertiary (% of GDP per capita)
- Gross enrollment ratio in tertiary education
- Gross enrolment ratio, tertiary, gender parity index (GPI)
- Percentage of all students in tertiary education enrolled in ISCED 6, both sexes (%)
- Percentage of graduates from Science and Technology programmes in tertiary education who are female (%)
- Population breakdown by highest level of education achieved for those aged 15+
- Projections of the share of the population aged 15+ educated to degree level by country
- School life expectancy, from primary to tertiary education
- Share enrolled in private institutions at the tertiary education level
- Share of people who say university is more important for boys
- Share of students from abroad
- Share of students studying abroad
- Share of the population with a completed post-secondary education
- Share of the population with completed tertiary education
- Share of the population with secondary education, but no tertiary education
Tetanus
- Maternal tetanus vaccination % by neonatal tetanus incidence rate x
- Maternal tetanus vaccination by neonatal tetanus incidence
- New tetanus infections per 100,000 people
- Number of deaths from tetanus
- Number of new neonatal tetanus cases per million
- Number of new tetanus infections by world region
- Tetanus cases vs tetanus vaccination coverage
- Tetanus death rate
- The number of deaths from tetanus by world region
- The percentage of neonates protected at birth against neonatal tetanus
- WHO vs. IHME incidence of tetanus
- Year of Maternal Neonatal Tetanus (MNT) elimination
Tourism
- Air passengers per fatality
- Aviation fatalities from commercial airlines per million passengers
- Fatal aviation accidents per million commercial flights
- Global fatalities from aviation accidents and hijackings
- International Tourist Arrivals by World Region
- International tourism: Number of arrivals
- Number of air transport passengers carried
- Number of fatal airliner accidents and hijacking incidents
- Number of tourist departures per 1000 people
- Number of tourists (outbound) vs level of prosperity of the home country
Transport
- Air transport, freight (ton-km)
- Average carbon intensity of new passenger vehicles
- CO₂ emissions by mode of transport
- CO₂ emissions from aviation
- CO₂ emissions from domestic air travel
- Carbon footprint of travel per kilometer
- Energy intensity of transport per passenger-kilometer
- Fuel economy of new passenger vehicles
- Global airline passenger capacity and traffic
- Global airline passenger load factor
- Global number of airline passengers
- New passenger vehicle registrations by type
- New passenger vehicles by type
- Number of air transport passengers carried
- Number of air travel trips per capita
- Number of air travel trips vs. GDP per capita
- Number of new passenger vehicles by type
- Participation time in travel per day
- Per capita CO₂ emissions from domestic aviation
- Per capita CO₂ emissions from domestic aviation vs. GDP per capita
- Per capita CO₂ emissions from aviation
- Per capita CO₂ emissions from aviation, tourism-adjusted
- Per capita CO₂ emissions from domestic aviation vs. land area
- Per capita CO₂ emissions from international aviation
- Per capita CO₂ emissions from international flights, tourism-adjusted
- Per capita CO₂ emissions from transport
- Per capita domestic aviation passenger kilometers
- Per capita international aviation passenger kilometers
- Per capita passenger kilometers from air travel
- Railway passengers carried
- Ratio of inbound-to-outbound tourists
- Share of global CO₂ emissions from aviation
- Share of global CO₂ emissions from international aviation
- Share of global domestic aviation passenger kilometers
- Share of global passenger kilometers from air travel
- Share of global passenger kilometers from international aviation
- Share of new passenger vehicles that are battery electric
- Share of new passenger vehicles that are electric or plug-in hybrid
- Total domestic aviation passenger kilometers
- Total passenger kilometers from air travel
- Total passenger kilometers from international aviation
- Transport CO₂ emissions vs. population density of cities
Transport Safety & Accidents
Transportation Technologies
Trust
- Country-level estimates of trust
- Interpersonal trust vs. income inequality
- Public trust in government in the United States, 1958 to 2015
- Share of people agreeing with the statement "most people can be trusted"
- Share of people that trust their national government
- Share of people who think that "most people can be trusted"
- Share of people who trust doctors and nurses in their country
- Trust in government, averaged across OECD countries
- Trust in others in Europe
- Trust in others vs. Trust in police, Europe
Trust in Political Regime & Institutions
Tuberculosis
Unemployment
- Adequacy of unemployment benefits and ALMP (% of total welfare of beneficiary households)
- Proportion of youth (aged 15–24 years) not in education, employment or training
- Share of people who are worried about losing their job (%)
- Share of youth not in education, employment or training
- Unemployment rate
- Unemployment rate of males vs. females
- Unemployment rate, basic vs advanced education
Unpaid Work
Urbanization
- Access to electricity, urban vs. rural
- City population
- Do more people live in urban or rural areas?
- Employment in agriculture vs. urban population
- European long-term urban and rural population sharesDe Vries (1500 to 1980)
- European urban and rural populations over the long runDe Vries (1500 to 1980)
- European urban population shares from 1500-1980
- GDP per capita vs population density
- Growth of cities
- Level of urbanization vs. GNP per capita
- Minimum number of inhabitants for a settlement to classify as an urban area
- Number of countries with a given minimum urban population threshold
- Number of people living in the capital city
- Number of people living in urban and rural areasUN (1960 to 2017)
- Number of people living in urban slum households
- Population density
- Population density by city
- Population in urban agglomerations of more than 1 million
- Population living in urban and rural areasUN (1500 to 2016)
- Share of people living in urban agglomerations of more than 1 million
- Share of people living in urban areasUN (1960 to 2017)
- Share of people living in urban areasEuropean Commission (2015)
- Share of the population living in urban areas
- Share of the population living in urbanized areas
- Share of the urban population who live in the largest city
- Share of urban population living in slums
- Transport CO₂ emissions vs. population density of cities
- Urban and rural population projected to 2050Historical sources & UN (1500 to 2050)
- Urban and rural populations in the United StatesUS Census Bureau (1790 to 2010)
- Urban area over the long-termHYDE (10,000 BC to 2000)
- Urban land area
- Urban population living in slums
- Urban population vs. GDP per capita
- Urbanization over the past 500 yearsHistorical sources & UN (1500 to 2016)
Vaccination
- Child mortality vs share of children immunized against diphtheria, pertussis, and tetanus
- Confidence in the effectiveness of vaccines vs perception of importance
- Coverage of diphtheria-tetanus-pertussis vaccine
- Coverage of the human papillomavirus vaccine
- Deaths caused by vaccine-preventable diseases
- Deaths caused by vaccine-preventable diseases
- GAVI supported countries
- Global number of reported smallpox cases
- Immunization against DTP vs. perception of the safety of vaccines
- Immunization against measles vs. share who think vaccines are unsafe
- Immunization coverage against diphtheria, tetanus, and pertussis (DTP3) vs. GDP per capita
- Maternal tetanus vaccination % by neonatal tetanus incidence rate x
- Measles vaccine coverage worldwide vs Measles cases worldwide
- Number of one-year-olds
- Number of one-year-olds who did not receive the inactivate polio vaccine (IPV1)
- Number of one-year-olds who did not receive the polio vaccine (Pol3)
- Number of one-year-olds who did not receive the vaccine against Haemophilus influenzae type B (Hib3)
- Number of one-year-olds who did not receive the vaccine against diphtheria, pertussis, and tetanus (DTP3)
- Number of one-year-olds who did not receive the vaccine against hepatitis (HepB3)
- Number of one-year-olds who did not receive the vaccine against measles (MCV1)
- Number of one-year-olds who did not receive the vaccine against pneumococcal conjugate (PCV3)
- Number of one-year-olds who did not receive the vaccine against rotavirus
- Number of one-year-olds who did not receive the vaccine against rubella (RCV1)
- Number of one-year-olds who did not receive the vaccine against tuberculosis (BCG)
- Number of one-year-olds who did not receive the vaccine against yellow fever
- Number of one-year-olds who have received different vaccinations
- Prevalence of measles in children vs. share of people who disagree vaccines are effective
- Preventable child deaths from rotavirus vaccination
- Rate of reported cases and deaths from measles in the USA
- Reported cases and deaths of measles
- Reported cases of measles
- Share of children vaccinated against measles vs. share vaccinated against diphtheria, tetanus, and pertussis
- Share of children who receive key vaccines in target populations
- Share of one-year-olds vaccinated against Haemophilus influenzae type B (Hib3)
- Share of one-year-olds vaccinated against diphtheria, pertussis, and tetanus (DTP3)
- Share of one-year-olds vaccinated against hepatitis B (HepB3)
- Share of one-year-olds vaccinated against measles (MCV1)
- Share of one-year-olds vaccinated against polio (Pol3)
- Share of one-year-olds vaccinated against rotavirus
- Share of one-year-olds vaccinated against rubella (RCV1)
- Share of one-year-olds vaccinated against tuberculosis (BCG)
- Share of one-year-olds vaccinated against yellow fever
- Share of one-year-olds who receive the inactivated polio vaccine (IPV)
- Share that agrees that vaccines are important for children to haveWellcome Trust (2019)
- Share that agrees that vaccines are safeWellcome Trust (2019)
- Share that disagrees that vaccines are compatible with their religious beliefs
- Share that disagrees that vaccines are effective
- Share that disagrees that vaccines are effectiveWellcome Trust (2019)
- Share that disagrees that vaccines are effectiveWellcome Trust (2019)
- Share that disagrees that vaccines are important for children to have
- Share that disagrees that vaccines are important for children to haveWellcome Trust (2019)
- Share that disagrees that vaccines are safe
- Share that disagrees that vaccines are safeWellcome Trust (2019)
- Share that disagrees that vaccines are safe in Europe
- Share that neither agrees nor disagrees that vaccines are effectiveWellcome Trust (2019)
- Share that neither agrees nor disagrees that vaccines are important for children to haveWellcome Trust (2019)
- Share that neither agrees nor disagrees vaccines are safeWellcome Trust (2019)
- Share that strongly agree that vaccines are effective
- Share that strongly agree that vaccines are important
- Share that strongly agree that vaccines are safe
- Share that strongly disagree that vaccines are effective
- Share that strongly disagree that vaccines are important
- Share that strongly disagree that vaccines are safe
- Tetanus cases vs tetanus vaccination coverage
- Vaccination coverage by income
- Vaccination coverage vs. share of the population living in extreme poverty
Values
Violence & Rights
Violence against & Rights for Children
- Average weekly working hours of children
- Child homicide rate
- Children (age 15) who report physical punishment by teachers
- Children (age 8) who report physical punishment by teachers
- Children in employment vs hours worked by children
- Children who experience violent discipline vs GDP per capita
- Children who experience violent discipline, boys vs girls
- Does law prohibit or invalidate child or early marriage?
- Female genital mutilation prevalenceAfrican map
- Female genital mutilation prevalenceGlobal map
- Parents who agree with spanking to discipline a child
- Percentage of children (aged 7-14) in employment by sex
- Percentage of children who experience violent discipline at home
- Percentage of girls (15 to 19) who report having been victims of sexual abuse
- Percentage of women 20-24 who were married before 18
- Rate of violent victimizations at school, US
- Share of children aged 5-17 years engaged in labour
- Share of children aged 5-17 years engaged in labour
- Share of children in employment
- Share of children in employment vs. GDP per capita
- Share of children who report being bullied
- Share of children who report being in a school fight
- Share of men who report having been victims of forced sex as children
- Share of women (aged 20-24 years) who were married by age 15
- Share of women who report having been victims of forced sex as children
- Share of women who were married by age 18
- Share of young men who experienced sexual violence before the age of 18
- Share of young women who experienced any form of sexual violence before reaching the age of 18
- Various measures of child labor incidence
- Victims of human trafficking under 18 years old, Male vs. Female
- Violence against children
Wages
War & Peace
War and Peace
Waste
Water Quality in Rivers and Oceans
- Eutrophying emissions per 100 grams of protein
- Eutrophying emissions per 1000 kilocalories
- Eutrophying emissions per kilogram of food product
- Share of transboundary water basins with arrangement for water cooperation
- Share of water bodies with good water quality
- Share of water bodies with good water quality
Water Use
- Agricultural water as a share of total water withdrawals
- Agricultural water withdrawals
- Agricultural water withdrawals vs. GDP per capita
- Annual freshwater withdrawals
- Average annual precipitation
- Average annual precipitation by region
- Average monthly precipitation
- Death rate attributed to an unsafe water source
- Death rates from unsafe water sources
- Death rates from unsafe water vs. GDP per capita
- Drinking water service coverage
- Drinking water services coverage in rural areas
- Drinking water services coverage in urban areas
- Freshwater use by aggregated region
- Freshwater withdrawals as a share of internal resources
- Freshwater withdrawals of foods per 1000 kilocalories
- Freshwater withdrawals per 100 grams of protein
- Freshwater withdrawals per kilogram of food product
- Global freshwater use over the long-run
- Has country already reached SDG target on improved water access?
- Improved water sources vs. GDP per capita
- Industrial water as a share of total water withdrawals
- Industrial water withdrawal
- Internal renewable freshwater resources by region
- Mortality rate attributable to unsafe water, sanitation, and hygiene
- Municipal water as a share of total water withdrawals
- Municipal water withdrawal
- Number of people in the world with and without access to improved water sources
- Number of people with access to at least basic drinking water
- Number of people with and without access to an improved water source
- Number of people with and without access to safe drinking water
- Number of people without access to an improved drinking water source
- Number of people without access to an improved water source
- Number of people without access to safe drinking water
- Per capita renewable freshwater resources
- Percentage of primary schools with access to potable water
- Percentage of primary schools with toilets
- Renewable freshwater resources per capita
- Scarcity-weighted water use of foods per 1000 kilocalories
- Scarcity-weighted water use per 100 grams of protein
- Scarcity-weighted water use per kilogram of food product
- Share of countries with procedures for community participation in water management
- Share of deaths from unsafe water sources
- Share of domestic wastewater that is safely treated
- Share of population using at least basic drinking water source
- Share of population who gained access to improved water sources since 1990
- Share of the population using safely managed drinking water
- Share of the population with access to basic resources
- Share of the population with access to drinking water facilities
- Share of the population with access to improved drinking water
- Share of the population without access to an improved water source
- Share of the rural population with access to improved drinking water
- Share of urban population with improved water sources
- Share of urban vs. rural population using at least basic drinking water
- Share of urban vs. rural population using safely managed drinking water
- Status of the development and implementation of integrated national water resource management plans
- Total official financial flows for water supply and sanitation, by recipient
- Urban improved water access vs. rural water access
- Water productivity, GDP per cubic metre of freshwater withdrawal
- Water requirement per gram of protein
- Water requirement per kilocalorie
- Water requirement per tonne of food product
- Water withdrawals per capita
Wealth Inequality
- Share of Top 1% in net personal wealth
- Share of wealth held by top 1% (Chartbook of Economic Inequality 2017)
- Top 1% share of net personal wealth (WID 2018)
- Top 10% share of net personal wealth (WID 2018)
- Total wealth by asset group (2014 US dollars)
- Total wealth per capita
- Total wealth per capita
- Total wealth per capita by asset
- Total wealth per capita, by income groups (in 2014 US dollars)
- Wealth per capita by asset group, with natural capital disaggregated (in 2014 US dollars)
- Wealth per capita by country grouping
- Wealth per capita by country grouping
Weapons
Women in Politics
- 10% Share of women in parliament
- 20% Share of women in parliament
- 30% Share of women in parliament
- Countries that have ever elected a woman to parliament
- Ordered milestones of women's political representation
- Proportion of seats held by women in national parliaments
- Proportion of women in ministerial positions
- Share of countries having achieved different milestones in women's political representation
- Universal suffrage granted to women
Women’s Rights
- Are married women required by law to obey their husbands?
- Does a woman's testimony carry the same evidentiary weight in court as a man's?
- Does law mandate paid or unpaid maternity leave?
- Does legislation explicitly criminalise marital rape?
- Does nondiscrimination clause mention gender in the constitution?
- Does the law mandate nondiscrimination based on gender in hiring?
- Female genital mutilation prevalenceGlobal map
- Female share of employment in senior and middle management
- Percentage of firms with a top female manager
- Percentage of girls (15 to 19) who report having been victims of sexual abuse
- Proportion of women subjected to physical and/or sexual violence in the last 12 months
- Proportion of women who make their own informed health care decisions
- Share of women (aged 20-24 years) who were married by age 15
- Share of women who believe a husband is justified in beating his wife
- Share of women who experienced physical or sexual violence by an intimate partner in the last 12 months
- Share of women who were married by age 18
- Share of young women who experienced any form of sexual violence before reaching the age of 18
- Time spent on domestic work, per day, men vs women
- Universal suffrage granted to women
- Which countries have systems to track and make public allocations for gender equality and women's empowerment?
- Women participating in decisionmaking vs fertility
- Women who experienced violence by an intimate partner
- Women who make their own informed decisions regarding sexual relations, contraceptive use and reproductive health care
Work Conditions & Safety
Workers’ Unions & Workers' Rights
Working Hours
- Annual working hours per worker
- Annual working hours per worker, various sources
- Annual working hours vs. GDP per capitaGDP data from World Bank
- Annual working hours vs. GDP per capitaPenn World Table
- Annual working hours vs. Labor productivity
- Average daily hours of work in summer, by industry
- Average daily hours of work in winter, by industry
- Average daily hours of work, by occupation, United States
- Average daily hours worked, by industry, United States
- Average daily work hours, by industry
- Average hours of work per week, by industry
- Average hours worked per person employed
- Days off from work for vacations and holidays
- Hours of work per week
- Hours of work vs. GDP per capita
- Hours spent in market and non-market work per week, by sex, United States
- Men in the USA: Weekly hours dedicated to home production, by age group
- Participation time in employment per day
- Productivity per hour worked
- Time allocation in Finland, by sex
- Time spent in employment per day
- Time spent on activities in an average day
- Time spent on activities in an average day, females
- Time spent on activities in an average day, males
- Time spent on activities on an average day, by sex, Sweden
- Time spent on gainful work/study, per day, men vs women
- Time spent on paid work or study, per day, men vs women
- Weekly Work Hours
- Weekly hours dedicated to home production in US, by gender
- Weekly hours worked by age group, United States
- Women in the USA: Weekly hours dedicated to home production, by age group