Explorers
- Data Explorer: Air Pollution
- Climate Change Impacts Data Explorer
- CO₂ and Greenhouse Gas Emissions Data Explorer
- COVID-19 Data Explorer
- Crop Yields Data Explorer
- Democracy Data Explorer
- Energy Data Explorer
- Fertilizers Data Explorer
- Fish Stocks Data Explorer
- Data Explorer: Environmental Impacts of Food
- Food Prices Data Explorer
- Global Food Explorer
- Global Health Data Explorer
- Habitat Loss Data Explorer
- Data Explorer: Impacts of Energy Production
- Influenza Data Explorer
- Data Explorer: IPCC Scenarios
- Migration Data Explorer: Where do people migrate from and to?
- Migration, Refugee and Asylum Data Explorer
- Mpox (Monkeypox) Data Explorer
- Natural Disasters Data Explorer
- Fossil Fuels Data Explorer
- Data Explorer: Plastic Waste and Pollution
- Population & Demography Data Explorer
- Poverty Data Explorer of World Bank data: 2011 vs. 2017 prices
- Poverty Data Explorer of World Bank data
- Data Explorer: Global food supplies from Ukraine and Russia
- US COVID-19 Vaccination Data Explorer
- Water, Sanitation and Hygiene (WASH) Data Explorer
Access 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
- Median age vs. births per woman
- Natural population growth rate vs. median age
- Number of children under 5 years old
- Old-age dependency ratio
- Population by age group1950 to 2100, with UN projections
- Population by age group
- Population by young, working age and older groups
- Population of young, working-age and elderly
- Population of young, working-age and elderlywith UN projections
- Population younger than 15 by world region1950 to 2100, with UN projections
- Projected change in dependency ratio depending on labor force participation
- Youth dependency ratio
Agricultural Employment
- Agricultural value added per worker
- Agriculture as a share of GDP vs. GDP per capitaWorld Bank
- Agriculture as a share of GDP vs. GDP per capitaLong-term data
- Agriculture value added per worker vs. GDP per capita
- Average income of large-scale food producers
- Average income of small-scale food producers
- Farm machinery per unit of agricultural land
- Labor productivity in agriculture (GDP/worker)
- Number of people employed in agriculture
- Share of agricultural landowners that are female
- Share of agriculture in total employment
- Share of employed women working in agriculture vs. GDP per capita
- Share of the labor force employed in agriculture
- Share of workers employed in agriculture vs. GDP per capita
Agricultural Production
- Agricultural output
- Apple production
- Average farm size
- Avocado production
- Banana production
- Banana production by region
- Barley production
- Bean production
- Cashew nut production
- Cassava production
- Cereal production
- Cereals allocated to food, animal feed and fuel
- Change in corn production and land use in the United States
- Chicken meat production
- Cocoa bean production
- Cocoa beans production
- Coffee bean production
- Coffee production by region
- Corn production
- Daily hempseed production
- Global allocation of crops to end uses by farm size
- Global crop production by farm size
- Grape production
- Labor productivity in agriculture (GDP/worker)
- Oil palm production
- Orange production
- Pea production
- Potato production
- Productivity of small-scale food producers
- 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 as percentage of global disease burden
- Air pollution deaths from fossil fuels
- Air pollution in London vs. Delhi
- Air pollution vs. GDP per capita
- Death rate from air pollution
- Death rate from air pollutionBy type, stacked area
- Death rate from air pollutionBy type, line chart
- Death rate from ambient particulate air pollutionAge-standardized
- Death rate from ambient particulate air pollution vs. GDP per capita
- Death rate from outdoor air pollution in 1990 vs. 2019
- Death rate from outdoor air pollution vs GDP per capita
- Death rate from ozone pollutionage-standardized
- Death rate from ozone pollution
- Death rate from particular matter air pollution vs PM2.5 concentration
- Deaths attributed to air pollution from fossil fuels and deaths due to terrorism
- Deaths from air pollution
- Deaths from household and outdoor air pollution
- Deaths from outdoor air pollution
- Deaths from outdoor air pollution by region
- Deaths from outdoor air pollution, by age
- Deaths from ozone pollution
- Disease burden from particulate pollution
- Emissions of air pollutantsUK DEFRA; US EPA
- Emissions of air pollutantsOECD
- Emissions of particulate matter
- Exposure to air pollution with fine particulate matter
- Global sulphur dioxide (SO₂) emissions by world region
- Number of deaths from air pollution
- Outdoor air pollution death rate
- Outdoor air pollution death rate by age
- Outdoor air pollution deaths in 1990 vs. 2019
- Ozone (O₃) concentration
- Particulate matter exposure in 1990 vs. 2017
- Share of deaths attributed to air pollution
- Share of deaths attributed to 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) emissionsKlimont et al.
- Sulphur dioxide (SO₂) emissionsClio Infra
- Sulphur dioxide (SO₂) emissions per capita
- Sulphur oxide (SO₂) emissions
Alcohol Consumption
- Alcohol and drug use disorders as a share of total disease burden
- 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 personWHO
- Alcohol consumption per personNIAAA
- 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 rate from alcohol and drug use disordersIHME
- Death rate from alcohol and drug use disordersWHO
- Death rate from alcohol use disordersIHME, age-standardized
- Death rate from alcohol use disordersIHME, crude
- Death rates from alcohol and drug use disorders by age
- Death rates from alcohol use disorders
- Deaths due to alcohol use
- Deaths from alcohol and drug use disordersIHME
- Deaths from alcohol and drug use disordersWHO
- Deaths from alcohol and drug use disorders by sex
- Deaths from alcohol use disordersIHME
- Deaths from alcohol use disordersWHO
- Deaths from tobacco, alcohol and drugs
- Mental health as a risk factor for alcohol dependency or abuse
- Number of people with alcohol or drug use disorders
- Number of people with alcohol use disorders
- Number of people with alcohol use disorders by region
- Number with an alcohol use disorder
- Premature deaths attributed to alcohol use by age
- Prevalence of alcohol use disorders by age
- Prevalence of alcohol use disorders in males vs. females
- Rate of premature deaths due to alcoholIHME, age-standardized
- Rate of premature deaths due to alcoholIHME, crude
- 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 drunk alcohol in the last year
- Share of alcohol in total household consumption
- Share of crimes which are alcohol-related
- 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 disorder vs. drug use disorder
- 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 or drug use disorders
- Share with alcohol or drug use disorders, men vs. women
- Spirits as a share of total alcohol consumption
- Spirits consumption per person
- Standard alcoholic drink measure
- The disease burden from alcohol use disorders
- Wine as a share of total alcohol consumption
- Wine consumption per person
Animal Rights
Antibiotics
- 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
- Does livestock antibiotic use exceed suggested target?
- Global antibiotic use in livestock under reduction scenarios
- Share of E. coli infections that are resistant to 3rd generation cephalosporins
- Share of S. aureus infections that are resistant to methicillin
Artificial Intelligence
- Affiliation of research teams building notable AI systems
- Annual attendance at major artificial intelligence conferences
- Annual global corporate investment in artificial intelligence
- Annual global corporate investment in artificial intelligence, by type
- Annual global private investment in artificial intelligence, by focus area
- Annual number of new computer science PhDs in the United States, by specialty
- Annual number of newly-funded artificial intelligence companies
- Annual number of scholarly publications on AI, by field of study
- Annual number of scholarly publications on artificial intelligence
- Annual patent filings for artificial intelligence technologies globally
- Annual private investment in artificial intelligence
- Chess ability of the best computers
- Computation used to train notable AI systems, by affiliation of researchers
- Computation used to train notable artificial intelligence systems
- Cost to train an AI system to equivalent performance on ImageNet
- Cumulative number of AI-related bills passed into law since 2016
- Employer of new AI PhDs in the United States and Canada
- GPU computational performance per dollar
- ImageNet Challenge: Top-1 accuracy of AI systems in labeling images
- ImageNet Challenge: Top-5 accuracy of AI systems in labeling images
- Number of datapoints used to train notable artificial intelligence systems
- Number of parameters in notable artificial intelligence systems
- Performance of artificial intelligence systems on Atari games
- Protein folding prediction accuracy
- Share of artificial intelligence jobs among all job postings
- Share of companies using artificial intelligence technology
- Share of international students among new AI and computer science PhDs in the US and Canada
- Share of new computer science PhDs in the United States, by specialty
- Share of women among new artificial intelligence and computer science PhDs in the US and Canada
Biodiversity
- African elephant carcass ratio
- Annual fish catch relative to mean catch
- Annual fish catch relative to mean catch by region
- Aquaculture production
- Black rhino population
- Capture fishery production
- Change in bird populations in the EU
- Changes in UK butterfly populations
- Countries that are party to the Nagoya Protocol
- Countries that have legislative measures reported to the Access and Benefit-Sharing Clearing-House
- Countries with a budget for invasive alien species management
- Countries with more than 25 species at risk of losing more than 25% of their habitat by 2050
- Coverage by protected areas of important sites for mountain biodiversity
- Day of the year with peak cherry tree blossom in Kyoto, Japan
- Drivers of recovery in European bird populations
- Endemic amphibian species
- Endemic bird species
- Endemic freshwater crab species
- Endemic mammal species
- Endemic reef-forming coral species
- Endemic shark and ray species
- Fish and seafood production
- Fish catch in the United Kingdom
- Fish discards
- Fish stocks and fishing intensity by group
- Fish stocks and fishing intensity by region
- Fishing intensity
- Fishing intensity by region
- Five centuries of cod catches in Eastern Canada
- Global aquaculture production and wild fish used for animal feed
- Global biomass vs. abundance of taxa
- Global wildlife exports
- 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
- Local animal breeds with conserved genetic material
- Member countries of the International Treaty on Plant Genetic Resources for Food and Agriculture
- Mountain Green Cover Index
- National biodiversity strategy and action plan targets align with Aichi Biodiversity Target 9
- National progress towards Aichi Biodiversity Target 2
- Northern white rhino population
- Number of African elephants
- Number of Asian elephants
- Number of animal species losing habitat due to cropland expansion by 2050
- Number of coral bleaching events
- Number of coral bleaching events by stage of the ENSO cycle
- Number of described species
- Number of parties in multilateral environmental agreements
- 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 species evaluated for their level of extinction risk
- Number of species that have gone extinct since 1500
- Number of species threatened with extinction
- Number of threatened endemic mammal species
- Number of unique plant genetic samples in conservation facilities
- Number of whales killed
- Number of whales killed globally per decade
- Projected changes in cropland
- Proportion of forest area within legally established protected areas
- 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
- Red List Index
- Seafood production: wild fish catch vs aquacultureLine chart
- Seafood production: wild fish catch vs aquacultureStacked area chart
- Share of Caribbean reefs with Acropora corals present or dominant
- Share of described species that have been evaluated for their extinction risk
- Share of fish stocks that are overexploited
- Share of important terrestrial biodiversity sites that are protected
- Share of land area that is protected
- Share of land covered by forest
- Share of marine territorial waters that are protected
- Share of ocean area that is protected
- Share of species that are traded
- 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 biomass
- The decline of global whale populations
- Threatened bird species
- Threatened endemic bird species
- Threatened endemic reef-forming coral species
- Threatened fish species
- Threatened mammal species
- Total amount donated for biodiversity conservation in developing countries
- Total donations received for biodiversity conservation
- Transboundary animal breeds with conserved genetic material
- Weight of seized rhino horns
- What is wild fish catch used for?
- Which countries are members of the International Whaling Commission?
- Wild fish catch by gear typeStacked area chart
- Wild fish catch by gear typeLine chart
- Wild fish catch from bottom trawling
Biological & Chemical Weapons
- Countries that have ratified the Biological Weapons Convention
- Countries that have ratified the Chemical Weapons Convention
- Current biological weapons activity
- Current chemical weapons activity
- Historical biological weapons activity
- Historical chemical weapons activity
- Number of countries by their current activity on biological weapons
- Number of countries by their current activity on chemical weapons
- Number of countries by their historical activity on biological weapons
- Number of countries by their historical activity on chemical weapons
Books
Burden of Disease
- Asthma prevalence
- Burden of diseaseIHME, age-standardized
- 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
- Diarrheal disease deaths in children under five by risk factor
- 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
- 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 burdenIHME
- Total disease burdenWHO
- Total disease burden by cause
- Years lived with disease or disability vs. GDP per capita
Business Environment
CO2 and Greenhouse Gas Emissions
- Annual CO2 emissions from land-use change per capita
- Annual CO₂ emissions
- Annual CO₂ emissions by world region
- Annual CO₂ emissions from cement
- Annual CO₂ emissions from coal
- Annual CO₂ emissions from flaring
- Annual CO₂ emissions from gas
- Annual CO₂ emissions from land-use change
- Annual CO₂ emissions from oil
- Annual CO₂ emissions including land-use change
- Annual change in GDP and CO₂ emissions
- Annual greenhouse gas emissions by world region
- 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?
- Average temperature anomaly
- CO2 emissions by fuel or industry
- CO₂ emissions by fuel or industry type
- CO₂ emissions by sector
- CO₂ emissions embedded in global trade
- CO₂ emissions embedded in trade
- CO₂ emissions from aviation
- CO₂ emissions per capita
- CO₂ emissions per capita vs GDP per capita
- CO₂ emissions per capita vs. population growth
- CO₂ emissions per capita vs. share in extreme poverty
- CO₂ emissions per capita vs. share of electricity from renewables
- 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 GDPAdjusted for consumption
- Change in per capita CO₂ emissions and GDPProduction-based
- Consumption-based CO₂ emissions
- Consumption-based CO₂ emissions per capita vs GDP per capita
- Consumption-based CO₂ emissions vs. population share
- Consumption-based carbon intensity
- Consumption-based vs. production-based CO₂ emissions per capita
- Contribution to global mean surface temperature rise
- Contribution to global mean surface temperature rise by gas
- Cumulative CO₂ emissions
- Cumulative CO₂ emissions by source
- 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 land-use change
- Cumulative CO₂ emissions from oil
- Cumulative CO₂ emissions from other industry
- Cumulative CO₂ emissions including land-use change
- Emissions-weighted carbon price in emissions trading systems
- Energy use per capita vs. share in extreme poverty
- Global CO₂ emissions from fossil fuels and land use changeStacked area chart
- Global CO₂ emissions from fossil fuels and land use changeLine chart
- Global CO₂ emissions if everyone lived like the average citizen in...
- Global emissions from food by life-cycle stage
- Global warming contributions by gas and source
- Global warming contributions from fossil fuels and land use
- Global warming potential of greenhouse gases over 100-year timescale
- Global warming: Contributions to the change in global mean surface temperature
- Greenhouse gas emissions
- Greenhouse gas emissions by gas
- Greenhouse gas emissions by sector
- 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
- Land-use change CO₂ emissions: quality of estimates
- Life expectancy at birth vs. CO₂ emissions per capita
- Meat consumption vs. GDP per capita
- Methane emissions
- Methane emissions by sector
- Monthly CO2 emissions from domestic and international flights
- Monthly CO2 emissions from international and domestic flights
- Nitrous oxide emissions
- Nitrous oxide emissions by sector
- 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 domestic flights
- 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 by region
- Per capita CO₂ emissions from aviation
- Per capita CO₂ emissions from aviation, tourism-adjusted
- Per capita CO₂ emissions from domestic aviation
- Per capita CO₂ emissions from domestic aviation vs. GDP per capita
- 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 international flights, tourism-adjusted
- Per capita CO₂ emissions from transport
- Per capita CO₂ emissions including land-use change
- Per capita GHG emissions vs. per capita CO₂ emissionsLand use not included
- Per capita consumption-based CO₂ emissions
- Per capita greenhouse gas emissions
- Per capita greenhouse gas emissions by sector
- Per capita greenhouse gas emissions, excluding land use and forestry
- 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 CO₂ emissions covered by a carbon price
- 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 land-use change
- Share of global CO₂ emissions from oil
- Share of global CO₂ emissions including land-use change
- Share of global CO₂ emissions vs. share of population
- Share of global annual CO₂ emissions from other industry
- 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 global cumulative CO₂ emissions from land-use change
- Share of global cumulative CO₂ emissions from other industry
- Share of global cumulative CO₂ emissions including land-use change
- Share of global greenhouse gas emissions
- Share of global greenhouse gas emissions from food
- Share of global methane emissions
- Share of global nitrous oxide emissions
- Share of national greenhouse gas emissions that come from food
- Status of net-zero carbon emissions targets
- 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 a carbon emissions trading system?
- Which countries have a carbon tax?
- Which countries have set a net-zero emissions target?
- Year-on-year change in CO₂ emissions
Cancer
- Cancer death rate by age group
- Cancer death rate by type
- Cancer death rates in the United States over the long-run
- Cancer deaths by typeBar chart
- Cancer deaths by typeStacked area chart
- Cancer incidence
- Death rate from cancerIHME, age-standardized
- Death rate from cancers vs. GDP per capita
- 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
- Lung cancer deaths in men vs. women
- 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 cancerBy country
- Share of population with cancerBy cancer type
- 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
- Cancer death rate by age group
- Cancer death rate by type
- Cancer deaths by typeStacked area chart
- Cardiovascular disease death rate by age
- Cardiovascular disease death rate vs. GDP per capita
- Causes of death in children under five
- Causes of deaths for 15- to 49-year-oldsIHME
- 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
- Death rate by cause
- Death rate from Alzheimer'sIHME, age-standardized
- Death rate from cancerIHME, age-standardized
- Death rate from cardiovascular diseaseIHME, age-standardized
- Death rate from chronic respiratory diseasesIHME, age-standardized
- Death rate from drowningIHME, age-standardized
- Death rate from drowningIHME, crude
- Death rate from drowningWHO
- Death rate from fires and burnsIHME, age-standardized
- Death rate from fires and burns by age
- Death rate from malnutritionIHME, age-standardized
- Death rate from mental health and substance use disordersIHME
- Death rate from road injuriesIHME, age-standardized
- Death rate from strokeIHME, age-standardized
- Death rate from tuberculosisIHME, age-standardized
- Death rate from tuberculosis, by age
- Death rate from unintentional poisoning
- Death rate from venomous animal contact
- Death rates through the 20th century
- Deaths by ageIHME
- Deaths by cause
- Deaths from cancer, by age
- Deaths from cardiovascular diseases, by age
- Deaths from dementia-related diseases, by age
- Deaths from drowning, by age
- Deaths from fire, by age
- Deaths from mental health and substance use disordersIHME
- Deaths from protein-energy malnutrition, by age
- Deaths from road incidents, by age
- Deaths from road injuriesIHME
- Deaths from road injuriesWHO
- Deaths from stroke, by age
- Deaths from tuberculosis, by age
- Deaths registered with an ill-defined cause of death
- Diarrheal disease deaths, by age
- Diarrheal diseases death rateIHME, age-standardized
- Diarrheal diseases death rate by age
- Drowning death rate in children under the age of 5
- Drowning death rate vs. GDP per capita
- Drowning deaths rate by age
- Estimated annual deaths that could be averted by pneumococcal vaccination
- Hepatitis death rate
- Incidence of venomous animal contact
- Malnutrition death rate vs. GDP per capita
- Mortality from non-communicable diseases
- Motor vehicle, motorcyclist, cyclist and pedestrian deaths
- Number of deaths by age groupBy year
- Number of deaths by causeIHME
- 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 for under-5s
- Number of deaths by risk factor in people aged 70 years and older
- Number of executions
- Number of reported road incidents
- Opioid overdose death rateIHME, age-standardized
- Opioid overdose death rateWHO
- Probability of death from any of the top global causes of death
- Protein-energy malnutrition death rate by age
- Relative share of deaths in the United States
- Respiratory disease death rate by age
- Respiratory disease deaths by age
- Road deaths over the long-term
- Road incident death rate by age
- Road incident death rate vs. GDP per capita
- Road mortality rate, IHME vs. WHO data
- Road traffic deaths
- Share of deaths by cause
- Share of deaths for which the cause is registered
- Share of deaths that are registered
- Stroke death rate by age
- Total number of fatal shark attacks
- Twentieth century of deaths
- World population living in countries with cause-of-death registration
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
- Infant mortality vs. prevalence of prenatal care
- Malnutrition: Prevalence of childhood stunting, male vs. female
- Malnutrition: Share of children who are stuntedUnited Nations
- Malnutrition: Share of children who are stuntedIHME
- Malnutrition: Share of children who are underweight
- Malnutrition: Share of children who are wastedUnited Nations
- Meningitis death rate in children
- Prevalence of stunting vs. improved sanitation facilities
- Prevalence of undernourishment vs share of children who are stunted
- Prevalence of underweight children vs. share in extreme poverty
- Proportion of children aged 36-59 months who are developmentally on track
- Share of children that are overweight or obese
- Share of children who are overweight
- Share of children who are stunted vs. GDP per capita
- Share of children with diarrhea receiving oral rehydration salts
- 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
- Child labor in Italy
- Child labor in the United States
- Children in employment vs hours worked by children
- Global incidence of child labor
- Global incidence of child labor by age groups
- Global share of children aged 10-14 in the labor force
- 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 laborScatterplot by gender
- Share of children aged 5-17 years engaged in labor
- 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 do not attend school
- 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
- 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 by world region
- Child deaths from diseases caused by invasive pneumococcus
- Child deaths in 1960 vs. 2019
- Child deaths in the 1st year of life
- Child deaths in the first 5 years of life by age groupStacked area chart
- Child deaths in the first 5 years of life by age groupLine chart
- 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 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 todayUN IGME
- Child mortality rateIHME, GBD
- Child mortality rateLine chart
- Child mortality rateUN (from 1950)
- Child mortality rateSlope chart
- Child mortality rate
- Child mortality rate vs. electoral democracy
- Child mortality rate vs. share of population practicing open defecation
- Child mortality rate, including UN projections
- Child mortality vs GDP per capita
- Child mortality vs level of prosperity
- Child mortality vs per capita 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. prevalence of teenage pregnancy
- Child mortality vs. share in extreme poverty
- Child mortality vs. share of children who are anemic
- 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
- Children with diarrheal disease vs. oral rehydration salts
- Death rate from neonatal preterm birth complication
- Death rate from pneumonia in children
- Deaths by ageUN
- Deaths of children younger than 15 years
- Diarrheal diseases death rate in children under five
- Diarrheal diseases death rate in children vs. access to basic handwashing facilities
- Extreme poverty and child mortality
- Global child deaths by cause
- Global child mortalityGapminder & the World Bank
- 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
- Infant mortality vs. prevalence of prenatal care
- Live births in England and Wales at or under 22 weeks gestation
- MDG4.A: Child mortality rate
- Maternal mortality vs. neonatal mortality
- Neonatal mortality vs. births attended by skilled health staff
- Neonatal, infant and child mortality rates
- Number of child deathsUN/World Bank
- Number of child deathsSlope chart
- 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 deathsUN via World Bank
- Number of neonatal deathsIHME
- Number of neonatal deaths by region
- Number of under-five deaths by region
- Number of youth deaths
- Population growth rate vs. child mortality rate
- Rotavirus deaths in children under five
- Rotavirus deaths that are preventable in children under five
- Share of children with symptoms of pneumonia who are taken to a health provider
- Under-5 mortality rateWith SDG Target
- Youth mortality rate
Climate Change
Colonialism
Communication Technology
Consumer Credit, Debt & Saving
- Adjusted net saving (current US dollars)
- Adjusted net savings per capita
- Genuine saving per capita and GDP per capita
- Genuine savings per capita
- Loan from a financial institution, poorest 40% vs richest 60%
- 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
Consumption Baskets
Contraception & Abortion
- Children per woman vs. contraceptive prevalence
- Children per women vs. unmet need for contraception
- Contraceptive prevalence: modern methods vs any methods
- 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]
- Are children eligible for COVID-19 vaccination?
- Biweekly change in confirmed COVID-19 cases
- Biweekly change in confirmed COVID-19 deaths
- Biweekly confirmed COVID-19 cases
- Biweekly confirmed COVID-19 cases per million people
- Biweekly confirmed COVID-19 deaths
- Biweekly confirmed COVID-19 deaths per million people
- COVID-19 Containment and Health Index
- COVID-19 testing policies
- COVID-19 vaccination policy
- COVID-19 vaccine boosters administered
- COVID-19 vaccine boosters administered per 100 people
- COVID-19 vaccine doses administered by manufacturer
- COVID-19 vaccine doses donated to COVAX
- COVID-19 vaccine doses donated to COVAX, per capita
- COVID-19 vaccine doses donated to COVAX, per dose administered
- COVID-19 vaccine doses donated to COVAX, per million dollars of GDP
- COVID-19: Daily tests vs. daily new confirmed cases
- COVID-19: Daily tests vs. daily new confirmed cases per million
- Cancellation of public events during COVID-19 pandemic
- Chile: COVID-19 weekly death rate by vaccination status
- Confirmed COVID-19 deaths per million vs GDP per capita
- Cumulative confirmed COVID-19 cases and deaths
- Cumulative confirmed COVID-19 cases by world regionBy Region
- Cumulative confirmed COVID-19 cases per million vs. GDP per capitaBy continent
- Cumulative confirmed COVID-19 deaths by world regionBy Region
- Cumulative confirmed COVID-19 deaths vs. cases
- Daily COVID-19 tests
- Daily COVID-19 tests per thousand peopleRolling 7-day average
- Daily COVID-19 vaccine doses administered
- Daily and total confirmed COVID-19 deaths
- Daily confirmed COVID-19 cases and deaths
- Daily confirmed COVID-19 cases by world regionStacked area chart – by world region
- Daily confirmed COVID-19 deaths by world regionBy Region
- Daily new confirmed COVID-19 cases and deaths
- Daily new estimated COVID-19 infections from the ICL model
- Daily new estimated COVID-19 infections from the IHME model
- Daily new estimated COVID-19 infections from the LSHTM model
- Daily new estimated COVID-19 infections from the YYG model
- Daily new estimated infections of COVID-19
- Daily share of the population receiving a COVID-19 vaccine dose
- Daily vs. total confirmed COVID-19 cases per million people
- Debt or contract relief during the COVID-19 pandemic
- Estimated cumulative excess deaths during COVIDFaceted Explorer version
- Estimated cumulative excess deaths during COVIDNon-Explorer, single-entity version
- Estimated cumulative excess deaths per 100,000 people during COVID, from The Economist
- Estimated daily excess deaths during COVIDFaceted Explorer version
- Estimated daily excess deaths per 100,000 people during COVID, from The Economist
- Excess mortality: Cumulative deaths from all causes compared to projection based on previous years
- Excess mortality: Cumulative number of 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, per million people
- Excess mortality: Deaths from all causes compared to average over previous yearsP-scores, average baseline
- Excess mortality: Deaths from all causes compared to average over previous years, by ageP-scores, average baseline
- Excess mortality: Deaths from all causes compared to projectionP-scores, projected baseline
- Excess mortality: Deaths from all causes compared to projection based on previous years, by ageP-scores, projected baseline
- Excess mortality: Raw number of deaths from all causes compared to projection based on previous yearsRaw death counts, stacked years
- Excess mortality: Raw number of deaths from all causes compared to projection based on previous yearsRaw death counts, extended series
- Face covering policies during the COVID-19 pandemic
- Grocery and pharmacy stores: How did the number of visitors change relative to before the pandemic?
- How did the number of visitors change since the beginning of the pandemic?
- Income support during the COVID-19 pandemic
- International travel controls during the COVID-19 pandemic
- Number of COVID-19 patients in ICU per million
- Number of COVID-19 patients in hospital
- Number of COVID-19 patients in hospital per million
- Number of COVID-19 patients in intensive care (ICU)
- Number of people who completed the initial COVID-19 vaccination protocol
- Parks and outdoor spaces: How did the number of visitors change relative to before the pandemic?
- Public information campaigns on the COVID-19 pandemic
- Public transport closures during the COVID-19 pandemic
- Residential areas: How did the time spent at home change relative to before the pandemic?
- Restrictions on internal movement during the COVID-19 pandemic
- Restrictions on public gatherings in the COVID-19 pandemic
- Retail and recreation: How did the number of visitors change relative to before the pandemic?
- SARS-CoV-2 sequences by variant
- SARS-CoV-2 variants in analyzed sequences
- School closures during the COVID-19 pandemic
- Share of SARS-CoV-2 sequences that are the delta variant
- Share of SARS-CoV-2 sequences that are the omicron variant
- Share of people who completed the initial COVID-19 vaccination protocol
- Share of people who completed the initial COVID-19 vaccination protocol by age
- Share of people who received at least one dose of COVID-19 vaccineLine chart
- Share of people with a COVID-19 booster dose by age
- Share of people with at least one dose of COVID-19 vaccine by age
- Share of total COVID-19 tests that were positive
- Stay-at-home requirements during the COVID-19 pandemic
- Switzerland: COVID-19 weekly death rate by vaccination status
- Tests conducted per new confirmed case of COVID-19
- The share of COVID-19 tests that are positive
- Total COVID-19 testsLine chart
- Total COVID-19 tests conducted vs. confirmed cases
- Total COVID-19 tests conducted vs. confirmed cases per million
- Total COVID-19 tests per 1,000 peopleLine chart
- Total COVID-19 tests per 1,000 vs. GDP per capita
- Total COVID-19 tests per confirmed caseBar chart
- Total COVID-19 vaccine doses administered
- Total COVID-19 vaccine doses administered per 100 people
- Total confirmed COVID-19 cases vs. deaths per million
- Total confirmed COVID-19 cases, by source
- Total confirmed COVID-19 deaths and cases per million people
- Total confirmed COVID-19 deaths per million vs GDP per capita
- Total confirmed deaths due to COVID-19 vs. population
- Total confirmed deaths from COVID-19, by source
- Total number of people who received at least one dose of COVID-19 vaccine
- Transit stations: How did the number of visitors change relative to before the pandemic?
- United States: COVID-19 weekly death rate by vaccination status
- Week by week change in confirmed COVID-19 cases
- Week by week change of confirmed COVID-19 deaths
- Weekly confirmed COVID-19 cases
- Weekly confirmed COVID-19 cases per million people
- Weekly confirmed COVID-19 deaths
- Weekly confirmed COVID-19 deaths per million people
- Weekly new ICU admissions for COVID-19
- Weekly new ICU admissions for COVID-19 per million
- Weekly new hospital admissions for COVID-19
- Weekly new hospital admissions for COVID-19 per million
- What is the youngest age group eligible for COVID-19 vaccination?
- Which countries do COVID-19 contact tracing?
- Willingness to get vaccinated against COVID-19by month
- Workplace closures during the COVID-19 pandemic
- Workplaces: How did the number of visitors change relative to before the pandemic?
Corruption
- Average rating of perceived corruption in public sector
- Bribe payers index
- Bribery incidence of firms
- Bribery prevalence
- 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 who think political parties are very corrupt
- Unpaid parking violations per diplomat in New York City by country of origin
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 vs extreme poverty rate
- Cereal yield vs. GDP per capita
- Cereal yield vs. fertilizer use
- Cereal yields
- Change in cereal production, yield, land use and population
- Change in production, yield and land use of oil palm fruit
- Cocoa bean yields
- Coffee bean yields
- Corn yields
- Corn: Attainable crop yields
- Corn: Yield gap
- Cotton yields
- Crop yields
- Groundnut yields
- How much cropland has the world spared due to increases in crop yields?
- Lettuce yields
- Millet yields
- Oil palm fruit yields
- Oil yields by crop type
- Orange yields
- Pea yields
- Potato yields
- Rapeseed yields
- Rice yields
- Rye yields
- Sorghum yields
- Soybean yields
- Sugar beet yields
- Sugar cane yields
- Sunflower seed yields
- Tomato yields
- Wheat yields
- Which countries overapplied nitrogen without gains in crop yields?
Democracy
- Access to justice for menRegimes of the World
- Access to justice for womenRegimes of the World
- Age of democracyBoix et al.
- Age of democracyBoix et al., including women's right to vote
- Age of democracyPolity
- Age of electoral democracyRegimes of the World
- Age of electoral democracyLexical Index
- Age of liberal democracyRegimes of the World
- Age of polyarchyLexical Index
- Basic state functionsBTI
- Child mortality rate vs. electoral democracy
- Citizen satisfaction with democracy
- Citizen support for democracy
- Civil liberties indexEIU
- Civil liberties ratingFreedom House, rating
- Civil liberties scoreFreedom House, score
- Civil rights scoreBTI
- Civil society participationV-Dem
- Common good justificationsV-Dem
- Competitive electionsLexical Index
- Competitiveness of executive recruitmentPolity
- Competitiveness of political participationPolity
- Constraints on the executivePolity
- Countries that are democracies and autocraciesRegimes of the World
- Countries that are democracies and autocraciesRegimes of the World, including ambiguous regimes
- Countries that are democracies and autocraciesLexical Index
- Countries that are democracies and autocraciesBTI
- Countries that are democracies and non-democraciesBoix et al.
- Countries that are democracies and non-democraciesBoix et al., including women's right to vote
- Countries that are democracies and non-democraciesFreedom House
- Countries that are democracies and non-democraciesPolity 5
- Countries that are democracies and non-democraciesEIU
- Countries that are democratizing and autocratizingEpisodes of Regime Transformation
- Countries that are long-standing democraciesBoix et al.
- Countries that are long-standing democraciesBoix et al., including women's right to vote
- Countries that are long-standing democraciesPolity
- Countries that are long-standing electoral democraciesRegimes of the World
- Countries that are long-standing electoral democraciesLexical Index
- Countries that are long-standing liberal democraciesRegimes of the World
- Countries that are long-standing polyarchiesLexical Index
- Countries with universal right to vote
- Deliberative democracyV-Dem
- Deliberative democracyV-Dem, weighted by population
- Deliberative political institutionsV-Dem
- DemocracyPolity
- DemocracyPolity, weighted by population
- DemocracyEIU
- DemocracyEIU, weighted by population
- Democratic cultureEIU
- Democratic electoral institutionsFreedom House
- Democratic featuresBTI
- Democratic featuresBTI, weighted by population
- Direct popular votingV-Dem
- Distribution of deliberative democracyV-Dem, weighted by population
- Distribution of deliberative democracyV-Dem
- Distribution of democracyPolity, weighted by population
- Distribution of democracyEIU, weighted by population
- Distribution of democracyEIU
- Distribution of democracyPolity
- Distribution of democratic featuresBTI
- Distribution of democratic featuresBTI, weighted by population
- Distribution of egalitarian democracyV-Dem, weighted by population
- Distribution of egalitarian democracyV-Dem
- Distribution of electoral democracyV-Dem
- Distribution of electoral democracyV-Dem, weighted by population
- Distribution of liberal democracyV-Dem, weighted by population
- Distribution of liberal democracyV-Dem
- Distribution of participatory democracyV-Dem
- Distribution of participatory democracyV-Dem, weighted by population
- Effective power to governBTI
- Egalitarian democracyV-Dem
- Egalitarian democracyV-Dem, weighted by population
- Egalitarian political institutionsV-Dem
- Elected political leaders
- Election voter turnout rate by age in the United States
- Elections for government's chief executiveLexical Index
- Elections for legislatureLexical Index
- Electoral democracyV-Dem, weighted by population
- Electoral democracyLexical Index
- Electoral democracyRegimes of the World
- Electoral democracy indexV-Dem
- Electoral democracy today vs. past average years of schooling
- Electoral pluralismEIU
- Elite consultationsV-Dem
- Engaged societyV-Dem
- Equal access to power indexV-Dem
- Equal resource distribution indexV-Dem
- Equal rights protection indexV-Dem
- Experience with democracyBoix et al.
- Experience with democracyBoix et al., including women's right to vote
- Experience with democracyPolity
- Experience with electoral democracyRegimes of the World
- Experience with electoral democracyLexical Index
- Experience with liberal democracyRegimes of the World
- Experience with polyarchyLexical Index
- Free and fair electionsV-Dem
- Free and fair electionsRegimes of the World
- Free and fair electionsBTI
- Free countries and territoriesFreedom House
- Freedom of association indexV-Dem
- Freedom of association scoreBTI
- Freedom of expression indexV-Dem
- Freedom of expression scoreBTI
- Functioning governmentEIU
- GDP per capita vs. electoral democracy
- Government effectiveness vs. liberal democracy
- Human rights index vs. electoral democracy index
- Individual liberties and equality before the law index
- Judicial constraints on the executive
- Justified political positionsV-Dem
- Legislative constraints on the executive
- Liberal democracyV-Dem
- Liberal democracyV-Dem, weighted by population
- Liberal democracyRegimes of the World
- Liberal political institutionsRegimes of the World
- Liberal political institutions
- Life expectancy vs. liberal democracy
- Meaningful democratic electoral institutionsRegimes of the World
- Men's universal right to voteLexical Index
- Multi-party electionsRegimes of the World
- Multi-party elections for government's chief executiveRegimes of the World
- Multi-party elections for legislatureRegimes of the World
- Number of democracies by ageBoix et al.
- Number of democracies by ageBoix et al., including women's right to vote
- Number of democracies by agePolity
- Number of electoral democracies by ageRegimes of the World
- Number of electoral democracies by ageLexical Index
- Number of liberal democracies by ageRegimes of the World
- Number of polyarchies by ageLexical Index
- Openness of executive recruitmentPolity
- Participatory democracyV-Dem, weighted by population
- Participatory democracyV-Dem
- Participatory political institutionsV-Dem
- People living in countries with universal right to vote
- People living in democracies and autocraciesRegimes of the World
- People living in democracies and autocraciesRegimes of the World, including ambiguous regimes
- People living in democracies and autocraciesLexical Index
- People living in democracies and autocraciesBTI
- People living in democracies and non-democraciesPolity IV
- People living in democracies and non-democraciesBoix et al.
- People living in democracies and non-democraciesBoix et al., including women's right to vote
- People living in democracies and non-democraciesFreedom House
- People living in democracies and non-democraciesPolity
- People living in democracies and non-democraciesEIU
- People living in democratizing and autocratizing countriesEpisodes of Regime Transformation
- People living in free countries and territoriesFreedom House
- People living in long-standing democraciesBoix et al.
- People living in long-standing democraciesBoix et al., including women's right to vote
- People living in long-standing democraciesPolity
- People living in long-standing electoral democraciesRegimes of the World
- People living in long-standing electoral democraciesLexical Index
- People living in long-standing liberal democraciesRegimes of the World
- People living in long-standing polyarchiesLexical Index
- Political and social integrationBTI
- Political libertiesLexical Index
- Political oppositionLexical Index
- Political participationBTI
- Political regimeRegimes of the World
- Political regimeBoix et al.
- Political regimeRegimes of the World, including ambiguous regimes
- Political regimeBoix et al., including women's right to vote
- Political regimeFreedom House, free countries
- Political regimeFreedom House, electoral democracies
- Political regimeLexical Index
- Political regimePolity
- Political regimeBTI
- Political regimeEIU
- Political regimeEpisodes of Regime Transformation
- Political rightsFreedom House, score
- Political rightsFreedom House, rating
- PolyarchyLexical Index
- Regulation of political participationPolity
- Respect for counterargumentsV-Dem
- Rule of lawBTI
- Separation of powersBTI
- Share of adult citizens who have the right to vote
- Stability of democratic institutionsBTI
- StatenessBTI
- Strong elected local governmentsV-Dem
- Strong elected regional governmentsV-Dem
- Taxation vs. electoral democracy
- Transparent lawsRegimes of the World
- Universal right to voteLexical Index
- Varieties of democracyV-Dem, weighted by population
- Varieties of democracyV-Dem
- Voter turnout
- Women's political empowerment index vs. electoral democracy index
- Women's universal right to voteLexical Index
Diarrheal Diseases
- Causes of death in children under five
- Children with diarrheal disease vs. oral rehydration salts
- Cholera case-fatality rate
- Cholera reported cases
- Cholera reported deaths
- Deaths attributed to lack of access to handwashing facilities
- Deaths attributed to unsafe sanitation
- Deaths attributed to unsafe water sources
- Diarrheal disease deathsIHME
- Diarrheal disease deathsWHO GHE
- Diarrheal disease deaths in children under five by risk factor
- Diarrheal disease deaths in people the over-70s by risk factor
- Diarrheal disease deaths, by age
- Diarrheal disease episodes
- Diarrheal disease episodes vs. safely managed sanitation
- Diarrheal diseases death rateIHME, age-standardized
- Diarrheal diseases death rateIHME, crude
- Diarrheal diseases death rateWHO
- Diarrheal diseases death rate by age
- Diarrheal diseases death rate in children under five
- Diarrheal diseases death rate in children under five
- Diarrheal diseases death rate in children vs. GDP per capita
- Diarrheal diseases death rate in children vs. access to basic handwashing facilities
- Diarrheal diseases death rate in the over-70s, by risk factor
- Invasive non-typhoidal salmonella death rate across age groups
- Invasive non-typhoidal salmonella death rate in children under five
- Invasive non-typhoidal salmonella deaths in children under five
- Invasive non-typhoidal salmonella incidence rate by age
- Number of one-year-olds who are not vaccinated against rotavirus
- Rate of deaths attributed to no access to handwashing facilitiesIHME, age-standardized
- Rate of deaths attributed to unsafe sanitationIHME, crude
- Rate of deaths attributed to unsafe sanitation vs. GDP per capita
- Rate of deaths attributed to unsafe water sourcesIHME, crude
- Rotavirus death rate in children under five
- Rotavirus deaths in children under five
- Rotavirus deaths prevented by vaccination
- Rotavirus deaths that are preventable in children under five
- Share of E. coli infections that are resistant to 3rd generation cephalosporins
- Share of children with diarrhea receiving oral rehydration salts
- Share of children with diarrhea receiving oral rehydration salts and zinc
- Share of children with diarrhea receiving treatment
- Share of children with diarrhea receiving zinc
- Share of one-year-olds vaccinated against rotavirus
- Typhoid and paratyphoid fever death rate by age
- Typhoid and paratyphoid fever death rate in children under five
- Typhoid and paratyphoid fever incidence rate by age
- Which countries include rotavirus vaccines in their vaccination schedules?
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?
- Self-reported dietary choices of Brits by age
- 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
- Vegans, vegetarians and meat-eaters: self-reported dietary choices in the UK
- Vegetable consumption per capita
Doctors & Health Workers
- Dentistry personnel per 10,000 population
- Health provider absence rate
- Medical doctors per 1,000 people
- Medical doctors per 1,000 people vs. GDP per capita
- Nurses and midwives per 1,000 people
- Pharmaceutical personnel per 10,000 population
- Specialist surgical workforce rate
- Trust in doctors and nurses vs. disagree that 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 years of schooling vs. expected years of schooling
- CO₂ emissions per capita vs GDP per capita
- Child mortality vs GDP per capita
- 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 Table
- GDP per capita2017 Int-$
- GDP per capita2015 US-$
- GDP per capitaMaddison Project Database
- GDP per capita from the World Bank vs. GDP per capita from the Maddison Project
- GDP per capita in England
- GDP per capita vs population density
- GDP per capita vs. median income or consumption per day
- GDP per capita: World Bank vs. Penn World Table
- GDP per person employed
- Global Hunger Index vs. GDP per capita
- Government spending vs GDP per capita
- Gross domestic product (GDP)World Bank
- 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 capitaMaddison
- Literacy rate vs. GDP per capita
- Manufacturing's value added to GDP
- Mean vs. median daily income
- Medical doctors per 1,000 people vs. GDP per capita
- National GDP
- National poverty line 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: output per hour worked
- Real GDP growthIMF
- Self-reported life satisfaction vs GDP per capita
- Share of adults who smoke vs GDP per capita
- Share of children who are stunted vs. GDP per capita
- Shares of GDP by economic sector
- Tax revenue vs GDP per capita
- Urban population vs. GDP per capita
- World Bank income groups
- World GDP over the last two millennia
Economic Inequality by Gender
- Average hourly earnings of male and female employees
- Borrowing to start or expand business, men vs women
- Countries with gender-equal inheritance
- Employment-to-population ratio, men vs women
- Female-to-male ratio of time devoted to unpaid care work
- Gender Inequality Index
- Gender equality in employment and economic benefits
- Gender gap in average wages
- Gender gap in hourly wages vs. ratio of female-to-male labor force participation
- Gender wage gap vs GDP per capitaBy continent
- Gender wage gap vs GDP per capitaBy income group
- Historical Gender Equality Index
- Land ownership, men vs women
- Law mandates equal remuneration for females and males for work of equal value
- Men and married women have equal ownership rights to property
- Participation of women in purchase decisions
- Ratio of female-to-male median earnings by age, US
- Share of firms with a female top manager
- Share of low-pay earners who are female vs GDP per capita
- Share of senior and middle management positions filled by women
- Share of women among low pay earners
- Share of women in low-wage occupations in the US
- Share of women in top income groups
- Systems tracking and making public allocations for gender equality and women's empowerment
- The gender wage ratio in different income percentiles
- The shrinking gender gap in high-level jobs and collective-bargaining coverage
- Time spent on unpaid care and domestic work
- 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?
- Women's Economic Opportunity Index
Economic inequality
- Annual growth of the incomes or consumption of the poorest 40%
- Daily income of the poorest and richest decile
- GDP per capita vs. Daily income of the poorest 10%
- GDP per capita vs. mean income or consumption per day
- GDP per capita vs. median income or consumption per day
- Gini coefficient comparison (World Inequality Database vs. World Bank PIP data)
- Global inequality between world citizens and its components
- Income inequality in Latin AmericaCEDLAS
- Income inequality vs. GDP per capitaWorld Bank
- Income inequality: Gini coefficientWorld Bank
- Income inequality: Gini coefficient (after tax)Chartbook of Economic Inequality
- Income inequality: Gini coefficient (after tax)LIS
- Income inequality: Gini coefficient before and after taxOECD, line chart
- Income inequality: Gini coefficient before and after taxLIS, line chart
- Income inequality: Gini coefficient before and after taxOECD, scatterplot
- Income inequality: Gini coefficient before and after taxWorld Bank (via UN SDG)
- Income inequality: Gini coefficient before and after taxLIS, scatterplot
- Income inequality: Gini coefficient before and after taxWID, scatterplot
- Income inequality: Palma ratio (after tax)LIS
- Income inequality: Palma ratio (before tax)WID
- Income or consumption share of the richest 10%World Bank
- Income share distribution (after tax)LIS
- Income share distribution (before tax)WID, bars
- Income share distribution (before tax)WID, stacked area and multiple groups
- Income share of the richest 1% (before tax)WID
- Income share of the richest 1% before and after taxWID, scatterplot
- Income share of the richest 1% vs. Gini coefficient (before tax)WID
- Income share of the richest 10% (after tax)LIS
- Income share of the richest 10% (before tax)WID
- Income share of the richest 10% before and after taxWID, scatterplot
- Income share of the richest 10% before and after taxLIS, scatterplot
- Income share of the richest 10% vs. Gini coefficient (before tax)WID
- Income shares by quintile
- Mean income or consumption per dayMarimekko
- Mean income or consumption per day2017 Int-$
- Mean vs. median daily income
- Median and mean income (after tax)LIS
- Median income or consumption per day
- Tax reduction in income inequalityOECD
- Three metrics of inequality
- Threshold income for each decile (after tax)LIS
- Threshold income for each decile (before tax)WID
- Threshold income marking the poorest decile vs. mean income (after tax)
- Wealth share of the richest 1%WID
- Wealth share of the richest 10%WID
Education & Knowledge
Educational Mobility & Inequality
- Employment rate with tertiary vs vocational education
- Gender ratios for average years of schooling
- Gross enrollment ratio, primary, gender parity index (GPI)
- Gross enrollment ratio, secondary education, gender parity index (GPI)
- Gross enrollment ratio, tertiary, gender parity index (GPI)
- Lower secondary completion rate, adjusted gender parity index
- MDG3.A: Gender parity index in education
- Male-to-female ratio of high school courses in math and science
- Net enrollment rate, primary, gender parity index (GPI)
- Net enrollment rate, secondary, gender parity index (GPI)
- Number of adults with no education by region
- Primary completion rate, adjusted gender parity index
- 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 girls among all primary education students
- Share of population, 15 years and older, with no education
- Share of primary schools with access to the Internet for teaching
- 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 computers for teaching
- 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 enrollment rate, primary, gender parity index (GPI)
- Unemployment rate, basic vs advanced education
- Upper secondary completion rate, adjusted gender parity index
Electricity
- Electricity generation
- Electricity production by sourceLine chart
- Electricity production by sourceAbsolute area chart
- 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 electricityBy world region
- Number of people without access to electricityBy country
- Per capita electricity from fossil fuels, nuclear and renewables
- Per capita electricity generation
- Per capita electricity generation by source
- Share of electricity from low-carbon sources
- Share of electricity production by sourceIndividual sources
- Share of electricity production by sourceFaceted
- 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 services
- 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 patents filed for carbon capture and storage technologies
- Annual patents filed for electric vehicle technologies
- Annual patents filed for energy storage technologies
- Annual patents filed for renewable energy technologies
- Annual patents filed in sustainable energy
- 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
- By world region: Number of people without clean fuels for cooking
- Carbon intensity of electricity
- Changes in energy use vs. changes in GDP
- Changes in energy use vs. changes in GDP per capita
- Coal production per capita
- Consumption-based (trade-adjusted) energy use per person
- Consumption-based energy intensity per dollar
- Death rates per unit of electricity production
- Direct primary energy consumption from fossil fuels, nuclear and renewables
- Electricity access
- Electricity consumption from fossil fuels, nuclear and renewables
- Electricity demand
- Electricity generation
- 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 sourceLine chart
- Electricity production by sourceAbsolute area chart
- Electricity production from fossil fuels, nuclear and renewables
- 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 in extreme poverty
- Energy use per person
- Fossil fuel consumptionBy country
- Fossil fuel consumption per capita
- Fossil fuel consumption per capita by sourceStacked area chart
- Fossil fuel consumption per capita by sourceLine chart
- GDP per capita vs. energy use
- Gas consumption
- Global direct primary energy consumption
- Global primary energy consumption by sourceLine chart
- Global primary energy consumption by sourceStacked area chart
- Has country already reached SDG target on clean cooking fuels?
- Hypothetical number of deaths from energy production
- Installed global renewable energy capacity by technology
- 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 electricity imports
- 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 electricityBy world region
- Number of people without access to electricityBy country
- 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 from fossil fuels, nuclear and renewables
- Per capita electricity generation
- 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 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 sourceOver time
- Primary energy consumption by sourceBy country
- 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
- Share of direct primary energy consumption by source
- Share of electricity from low-carbon sources
- Share of electricity production by sourceIndividual sources
- Share of electricity production by sourceFaceted
- 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 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 (photovoltaic) panel prices vs. cumulative capacity
- Solar PV 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?
- 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
Environmental Protection & Regulation
- Countries using the System of Environmental-Economic Accounting
- Forest area certified under an independently verified certification scheme
- Global phase-out of leaded petrol in road vehicles
- 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
- Which countries have legally-binding controls on lead paint?
Environmental impacts of food production
- Carbon opportunity costs per kilogram of food
- Environmental footprints of dairy and plant-based milks
- Eutrophying emissions per 100 grams of protein
- Eutrophying emissions per 1000 kilocalories
- Eutrophying emissions per kilogram of food product
- Food waste per capita
- Food: emissions from production and the supply chain
- Food: greenhouse gas emissions across the supply chain
- Freshwater use per kilogram of farmed seafood
- Freshwater withdrawals of foods per 1000 kilocalories
- Freshwater withdrawals per 100 grams of protein
- Freshwater withdrawals per kilogram of food product
- Global emissions from food by life-cycle stage
- Global food miles by transport method
- Greenhouse emissions per unit of food transported
- Greenhouse gas emissions from food systems
- Greenhouse gas emissions per 100 grams of protein
- Greenhouse gas emissions per 1000 kilocalories
- Greenhouse gas emissions per kilogram of food product
- Greenhouse gas emissions per kilogram of seafood
- Land use of foods per 1000 kilocalories
- Land use per 100 grams of protein
- Land use per kilogram of farmed seafood
- Land use per kilogram of food product
- Nitrogen emissions per tonne of farmed seafood
- Phosphorous emissions per tonne of farmed seafood
- 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
- Self-reported dietary choices of Brits by age
- Share of food lost in post-harvest processes
- Share of food lost in post-harvest processes by region
- Share of global food miles by transport method
- Share of global greenhouse gas emissions from food
- Share of national greenhouse gas emissions that come from food
- Transport's share of global greenhouse gas emissions from food
- Vegans, vegetarians and meat-eaters: self-reported dietary choices in the UK
Eradication of Diseases
- Cases of paralytic polio by world region
- Deaths caused by smallpox as a share of all deaths in London
- Deaths from infections of currently non-eradicable diseases
- Decade in which smallpox ceased to be endemic by country
- Extensively drug-resistant tuberculosis
- Incidence of malariaIHME
- Incidence, prevalence and death of rabies
- Malaria deaths by age
- Malaria deaths by world regionWHO
- Malaria deaths by world regionIHME
- Multidrug-resistant tuberculosis without extensive drug resistance
- Number of new cases of HIV
- Number of reported Guinea worm cases
- Prevalence, new cases and deaths from HIV/AIDS
- Progress towards Guinea worm eradication: WHO certification
- Progress towards guinea worm disease eradication
- 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
- When were countries certified free of guinea worm disease?
- 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
- Change in Global Hunger Index vs. Global Hunger Index in 1992
- Change in Global Hunger Index vs. Population growth
- Deaths from protein-energy malnutrition, by age
- Global Hunger Index in 2017 vs. population growth 1992-2015
Farm Size
- Agricultural land area by farm size
- Average farm size
- Average farm size vs. GDP per capita
- Farm machinery per unit of agricultural land
- Global allocation of crops to end uses by farm size
- Global crop production by farm size
- Has the average farm size increased or decreased since 1960?
- Number of farms
- Number of farms by size
- Share of agricultural land operated as smallholder farms
- Share of farms that are operated by smallholders
- Share of farms that are smallholders vs. GDP per capita
Female Labor Supply
- Average daily time spent by women on domestic work (paid and unpaid)
- Average usual weekly hours worked, women 15 years and older
- Change in children per woman and female labor force participation
- Female employment vs. public spending on family benefits
- Female employment-to-population ratioNational estimates
- Female employment-to-population ratioModeled estimates
- Female employment-to-population ratio, 2020 vs 1980
- Female labor force by age
- Female labor force participation rate (15-64)
- Female labor force participation rate vs. GDP per capita
- Female labor force participation rates
- Female labor force participation rates1980 vs. 2020
- Female labor force participation rates by family benefits public spending
- Female labor force participation rates by national per capita income
- Female-to-male ratio of time devoted to unpaid care work
- Gender wage gap vs GDP per capitaBy continent
- Index of US maternal mortality and female labor force participation (FLFP)
- Labor force participation rates for women ages 15-24, 2020 vs 1980
- Labor 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, United States
- 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 ratesLine chart
- Share of day women spend on unpaid domestic and care work
- 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 working hours
- What percentage of the US public approves of working wives?
- Women can take the same jobs as men
- Women in informal employment as share of female employment
Fertility Rate
- Average age at marriage, women
- Average childbearing age
- Average number of children vs child mortality
- Birth rateMitchell
- Birth rateUN
- Births per year, by world region
- Births that are registered
- Change in children per woman and female labor force participation
- Children per woman and number of children wanted
- Children per woman vs. GDP per capita
- Children per woman vs. Human Development Index
- Children per woman vs. average years of schooling
- Children per woman vs. contraceptive prevalence
- Children per woman vs. number of children wanted
- Children per woman vs. share living in extreme poverty
- Children per woman vs. share of 25-to-29-year-old women with no education
- Children per women vs. unmet need for contraception
- Countries where women have fewer children than in the USUN
- Female labor force participation rates by national per capita income
- Fertility rate: children per womanGapminder
- Fertility rate: children per womanUN
- Fertility rate: children per womanwith UN projections
- Fertility rate: children per womanSlope chart
- Fertility rate: children per womanWorld Bank
- Fertility rate: children per woman over the long-term
- Maternal mortality ratio vs. children per woman
- Modern contraceptive prevalence vs. GDP per capita
- Prevalence of modern contraception methods vs. women's average years of schooling
- Projections of the number of children per woman by education scenario
- Share of women using modern contraceptive methods
- Share of women whose family planning needs are met
- Unmet need for contraception among married women of reproductive age
- 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 application rates over the long-run
- Fertilizer consumption
- Fertilizer inputs per unit of agricultural land
- Fertilizer production by nutrient type
- Fertilizer use by nutrient
- Fertilizer use per capita
- Fertilizer use per hectare of arable landLine chart
- Fertilizer use per hectare of croplandStacked bar chart
- Fertilizer use vs. GDP per capita
- Nitrogen fertilizer use per hectare of cropland
- Nitrogen inputs per hectare of cropland
- Phosphate fertilizer use per hectare of cropland
- Potash fertilizer use per hectare of cropland
- Total nitrogen inputs to crops
- Which countries overapplied 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
- Education expenditure as share of GDP in the United States
- Education spending as a share of total government expenditure
- Funding sources for public schools
- GDP per capita vs. staff compensation as share of total expenditure in primary public education
- Government expenditure on education
- 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 tertiary education as share of GDP
- Government expenditure per primary school student vs GDP per capita
- Gross overseas development assistance (ODA) from all donors for scholarships
- National average learning outcomes vs. government expenditure per primary student
- Primary education priority vs. overall education priority
- Public education expenditure as share of GDP
- Public spending on education as a 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 students achieving no or minimum learning outcomes by government expenditure per student
- Share of students achieving no or minimum learning outcomes vs. education spending per capita
Financing Healthcare
- Child mortality vs. health expenditureGapminder
- Expenditure of the National Health Service (NHS) in the United Kingdom
- Government health expenditure as a share of GDP
- Health expenditure and financing, per capita
- Health insurance coverage in the United States
- Health insurance coverage vs GDP per capita
- Health spending as a share of total government expenditure
- Healthcare access and quality by level of healthcare spending
- Healthcare expenditure vs. GDP
- 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
- Out-of-pocket expenditure per capita on healthcare
- Percentage of people without health insurance in the United States
- Percentage of population covered by health insurance
- Private health expenditure per person
- Public expenditure on healthcare as percent of total healthcare expenditure
- Public health insurance coverage in Western Europe
- Share of out-of-pocket expenditure on healthcare
- Share of out-of-pocket expenditure vs. GDP per capita
- Share of people at risk of falling into poverty if payment for surgical care is required
- Share of population with very large 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
- Total health expenditure per person
- Total healthcare expenditure as a share of GDP
- US healthcare expenditure
Fish and overfishing
- Annual fish catch relative to mean catch
- Annual fish catch relative to mean catch by region
- Capture fishery production
- Countries using ecosystem-based approaches to manage marine areas
- Fish and seafood production
- Fish catch by fishing sector
- Fish catch in the United Kingdom
- 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
- Five centuries of cod catches in Eastern Canada
- Freshwater use per kilogram of farmed seafood
- Global aquaculture production and wild fish used for animal feed
- 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 aquacultureLine chart
- Share of fish catch that is discarded by type of gear used
- Share of fish stocks that are overexploited
- Share of fish stocks that are sustainably fished
- 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 typeStacked area chart
- Wild fish catch by gear typeLine chart
- Wild fish catch from bottom trawling
Food & Agriculture
Food Prices & Expenditure
- Annual food expenditure vs. total consumer expenditure
- Average income of large-scale food producers
- Average income of small-scale food producers
- Commodity price index of cereal crops and petroleum
- Cost of a calorie sufficient diet
- 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 share of average expenditure on food
- Cost of a nutrient adequate diet
- Cost of a nutrient 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 personBy place of expenditure
- How much food can you buy for working one hour in the manufacturing sector?
- Indicator of food price anomalies
- 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 nutrient adequate diet
- Real commodity price index, food products
- Share of consumer expenditure spent on alcohol and tobacco
- Share of consumer expenditure spent on food
- Share of consumer expenditure spent on food vs. total consumer expenditure
- Share of countries recording high food prices
- Share of expenditure spent on food vs. food expenditure per person
- 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 nutrient adequate diet
Food Trade
Food Waste
Food per Person
- Daily meat consumption per person
- 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 vs. GDP per capita
- Daily protein supply from animal and plant-based foods
- Daily protein supply of animal origin vs. plant origin
- Daily supply of calories per person
- Food supply vs life expectancy
- Meat supply per person
- Per capita sources of protein
- Prevalence of undernourishment vs. daily supply of calories
- Protein supply from animal foods 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
Foreign Aid
- Aid received per capita
- Aid received per capita vs. GDP per capita
- Country programmable aid (CPA) received
- Development assistance as share of government expense
- Food aid received
- Government aid to least developed countries as a share of GNI
- Gross overseas development assistance (ODA) from all donors for scholarships
- 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 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
- Top under-aided countries
- Total aid received by state of fragility
- Total amount donated for biodiversity conservation in developing countries
- Total assistance for development by donor
- Total assistance for development received
- Total donations received for biodiversity conservation
- Total financial assistance and flows for agriculture, by recipient
- Total official development assistance for technical co-operation
- 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 by product
- Annual CO₂ emissions from deforestation for food production
- Annual afforestation
- Annual change in forest areain %
- Annual change in forest areain hectares
- 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 area
- Forest area by type: primary vs. planted
- Forest area certified under an independently verified certification scheme
- Forest transition phase
- Global forestry area
- 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 total energy used in agriculture and forestry
- 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 or industry
- Carbon dioxide emissions factor
- 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 productionLong-run series
- 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 consumptionBy country
- Fossil fuel consumption by fuel type
- Fossil fuel consumption per capita
- Fossil fuel consumption per capita by sourceStacked area chart
- Fossil fuel consumption per capita by sourceLine chart
- Fossil fuel price index
- Fossil fuel production
- Fossil fuel production over the long-term
- Fossil fuel production per capita
- Fossil-fuel subsidies
- Fossil-fuel subsidies as a share of GDP
- Fossil-fuel subsidies per capita
- GDP per capita vs. energy use
- Gas consumption
- Gas consumption by region
- Gas production
- Gas reserves
- 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 consumption
- Oil consumption by region
- Oil consumption per capita
- Oil production
- Oil production by region
- Oil production per capita
- Oil reserves
- 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 fossil energy consumption vs. GDP per capita
- Per capita gas consumption
- Per capita oil consumption
- 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 resource rents
- 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
- Births and deaths per yearwith UN projections
- Children per woman vs. population growth
- Fertility rate: children per womanwith UN projections
- Natural population growth rate vs. child mortality rate
- Population1950 to 2100, with UN projections
- Population10000 BCE to 2100, with UN projections
- Population by age group1950 to 2100, with UN projections
- Population growth ratewith UN projections
- Population of young, working-age and elderlywith UN projections
- Population under age 5, by world regionwith UN projections
- Population younger than 15 by world region1950 to 2100, with UN projections
- Population, comparison of United Nations projections1950 to 2100, with UN projections
- World population by level of educationwith projections
- World population, comparison of UN projections
Gender Ratio
- Annual number of missing female births and excess mortality
- 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 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
Global Economic Inequality
Global Extreme Poverty
- Comparison of extreme poverty estimates, World Bank PIP vs Bradshaw & Mayhew (2011)
- Distribution of population between different poverty thresholdsmore thresholds
- GDP per capita2017 Int-$
- GDP per capita in international and market dollars
- How does extreme monetary poverty compare to multidimensional poverty?Current estimates
- Intensity of multidimensional povertyCurrent estimates
- MDG1.A: Share of population in extreme poverty
- National poverty line vs. GDP per capita
- Number of income/consumption surveys in the past decade available via the World Bank
- Number of people living in extreme povertyStacked area chart
- Number of people living in extreme povertyLine chart
- Poverty gap index at $2.15 per day
- Poverty: Share of population living on less than $3.65 a day
- Projected number of people in extreme poverty, by regionCrespo-Cuaresma et al. (with projections)
- Projected share of the population in extreme poverty
- Share in extreme poverty vs. poverty gap index
- Share in poverty relative to different poverty thresholds
- Share in poverty vs. educational attainment
- Share in poverty vs. life expectancy
- Share of global population living in extreme poverty
- Share of people living in extreme povertyEuropean countries (Bradshaw and Mayhew, 2011)
- Share of population in multidimensional povertyCurrent estimates
- Share of population in multidimensional poverty: Urban vs. ruralCurrent estimates
- Share of population living in extreme povertyLine chart
- Share of population living in extreme povertyHistorical estimates (Moatsos, 2021), Line chart
- Share of population living in extreme poverty vs GDP per capita
- Share of population living with less than $2.15 and $3.65 per day
- The poverty gap
- Threshold income marking the poorest decile vs. mean income (after tax)
- Total population living in extreme poverty by world region
- World population living in extreme povertyWorld Bank & Bourguignon and Morrisson
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 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
- Cumulative drop-out rate to the last grade of lower secondary general education
- Duration of compulsory education
- Electoral democracy today vs. past average years of schooling
- Existence of nationally representative learning assessment at the end of primary education
- Expected years of schooling
- Gender ratios for average 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
- Literate and illiterate world population
- National average learning outcomesAltinok, Angrist, Patrinos (2018)
- Net attendance rate of primary school
- Number of adults with no education by region
- Number of out-of-school children
- Official entrance age to compulsory education
- Participation time in study per day
- Population aged 15+ by highest level of education achieved
- Primary-school-age children who are out of school by world region
- Public education expenditure as share of GDP
- Public spending on education as a share of GDP
- 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
Government Revenue
Government Spending
- Annual budget of NASA
- Central government expenditure as share of GDP
- Education spending as a share of total government expenditure
- Expenditures on general government outsourcing as share of GDP
- General government procurement as a percentage of GDP, OECD
- Government health expenditure as a share 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
- Public education expenditure as share of GDP
- Public social spending as a share of GDP
- Share of employee compensation in public spending
- Share of social protection in government expenditure
- Social expenditure as share of GDP
- Systems tracking and making public allocations for gender equality and women's empowerment
- Tax reduction in income inequalityOECD
- 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
- Annual new cases of HIV
- Annual number of children newly infected with HIV
- Children living with HIV
- Children orphaned due to AIDS deaths
- 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
- Death rate from HIV/AIDSIHME, age-standardized
- Death rate from HIV/AIDSIHME, crude
- Death rate from HIV/AIDSWHO
- Deaths averted due to HIV programs
- Deaths from HIV/AIDS, by age
- Discrimination towards those with HIV by demographic
- Discriminatory attitudes towards people living with HIV
- Estimated resource needs in low-to-middle income countries to meet HIV targets
- Estimated tuberculosis-related deaths among people living with HIV
- 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 incidence by age
- HIV incidence per 1,000 uninfected adults
- HIV/AIDS and tuberculosis deaths
- HIV/AIDS death rate by age
- HIV/AIDS deaths and deaths averted due to antiretroviral therapy (ART)
- HIV/AIDS funding by source
- Incidence of HIV/AIDSIHME data
- Incidence of HIV/AIDS
- Knowledge about HIV prevention in young men vs. women
- New HIV infections averted from prevention of mother-to-child transmission
- New cases of HIV per 1000 individuals, UNAIDS vs IHME estimates
- Number of HIV deaths averted from antiretroviral therapy (ART)
- Number of deaths from HIV/AIDSIHME
- Number of deaths from HIV/AIDSWHO GHO
- Number of new HIV infectionsUNAIDS
- Number of new HIV infectionsWHO
- Number of new HIV infections per 1,000 uninfected population
- 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: Share of young males and females infected with HIV
- Prevalence, new cases and deaths from HIV/AIDS
- Share of children under five years old with HIV
- Share of deaths from HIV/AIDS
- Share of people with HIV who receive antiretroviral therapy
- Share of pregnant women with HIV that receive antiretroviral therapy
- Share of the population infected with HIVUNAIDS
- Share of the population infected with HIVIHME
- Share of young people with knowledge on HIV prevention
- Tuberculosis patients living with HIV receiving antiretroviral therapy
- Tuberculosis patients tested positive for HIV
- What share of the population living with HIV are women?
Happiness and Life Satisfaction
- Conditional correlation between log income and life satisfaction
- Correlation between life satisfaction and mental illness
- Depression prevalence vs self-reported life satisfaction
- Happiness inequality during periods of economic growth
- Happiness vs. life satisfaction
- Life satisfaction vs. child mortality
- Life satisfaction vs. life expectancy
- 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 happyFirst & last waves
- Share who say they are 'very satisfied' or 'fairly satisfied' with their life
Health Inequality
- 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 Capacities
- The Universal Health Coverage (UHC) Service Coverage Index
Healthcare capacity
- Acute care beds per 1,000 people
- Coverage of essential health servicesIHME
- 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
- Homeless people per 100,000 population
- Homelessness rate
- Number of homeless people by shelter status
- Number of households and children in temporary accommodation in England
- Number of unsheltered homeless people in England
- Share of population who have ever been homeless
- Unsheltered homeless rate in England
Homicides
- Causes of deaths for 15- to 49-year-oldsIHME
- Child homicide rateUNICEF
- Child homicide rateWHO Mortality Database
- Death rates from violence in state societies
- Deaths from homicide, by ageIHME
- Female homicide rateUNODC
- Homicide rateUNODC
- Homicide rateIHME
- Homicide rateIHME, age-standardized
- Homicide rateWHO-GHE
- Homicide rateWHO Mortality Database
- Homicide rateWHO Mortality Database, Age-standardized
- Homicide rate across sources
- Homicide rate by age of the victimIHME
- Homicide rate by age of victimWHO Mortality Database
- Homicide rate from firearmsUNODC
- Homicide rate in 1990 vs. 2020UNODC
- Homicide rate vs GDP per capitaUNODC
- Homicide rate, IHME vs. WHO Mortality Database
- Homicide rate, UNODC vs. IHME
- Homicide rate, WHO vs. UNODC
- Homicide rate, by sexUNODC
- Homicides by firearmUNODC
- Long-term homicide rates across Western Europe
- Male homicide rateUNODC
- Number of deaths by causeIHME
- Number of female homicide victimsUNODC
- Number of homicidesIHME
- Number of homicidesWHO-GHE
- Number of homicidesUNODC
- Number of homicidesWHO Mortality Database
- Number of homicides, by sexUNODC
- Number of male homicide victimsUNODC
- Share of deaths from homicideWHO Mortality Database
- Share of deaths from violence at prehistoric archaelogical sites
- Share of deaths from violence in non-state societies
- Share of deaths from violence in state societies
- Share of homicides where the perpetrator is an intimate partnerUNODC
- Suicide rate vs. homicide rateWHO; UNODC
Housing
Human Development Index (HDI)
- Children per woman vs. Human Development Index
- Gender Inequality 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 birthUniversity of Tuebingen
- Average height of men by year of birthBaten & Blum
- Average height of men by year of birthNCD-RisC
- 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
- Civil liberties indexEIU
- Civil liberties ratingFreedom House, rating
- Civil liberties scoreFreedom House, score
- Civil rights scoreBTI
- Confirmed killings of human rights defenders, journalists and trade unionists
- Countries with accredited independent national human rights institutions
- Countries with universal right to vote
- Distribution of human rights index
- Distribution of women's political empowerment index
- Distribution of women's share in parliament
- Electoral democracy indexV-Dem
- Equal access to power indexV-Dem
- Equal resource distribution indexV-Dem
- Equal rights protection indexV-Dem
- Equality of civil liberties across social groups index
- Equality of civil liberties across social groups indexweighted by population
- Equality of political power across social groups index
- Equality of political power across social groups indexweighted by population
- Freedom of association indexV-Dem
- Freedom of association scoreBTI
- Freedom of expression indexV-Dem
- Freedom of expression scoreBTI
- Gender marker can be legally changedVelasco
- Human rights index
- Human rights indexweighted by population
- Human rights index vs. GDP per capita
- Human rights index vs. electoral democracy index
- Individual liberties and equality before the law index
- Joint adoptions by same-sex partnersVelasco
- Marriage for same-sex partnersVelasco
- Men's universal right to voteLexical Index
- Number of countries protecting core LGBT+ rights
- Number of countries where same-sex sexual acts are legalKenny & Patel
- People living in countries with universal right to vote
- Physical integrity rights indexV-Dem
- Physical integrity rights indexweighted by population
- Physical integrity rights scoreFariss et al.
- Political civil liberties index
- Political civil liberties indexweighted by population
- Political regimeRegimes of the World
- Political regimeFreedom House, free countries
- Press freedomFreedom House
- Press freedom indexReporters Sans Frontieres
- Private civil liberties index
- Private civil liberties indexweighted by population
- Same-sex sexual acts legalVelasco
- Share of adult citizens who have the right to vote
- Share of countries with accredited independent national human rights institutions
- Share of women in parliamentweighted by population
- Third gender legally recognizedVelasco
- Universal right to voteLexical Index
- Victims of human trafficking
- Victims of human trafficking over 18 years old, male vs. female
- Women's political empowerment index
- Women, Business and the Law Index
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. share in extreme poverty
- Inequality in per capita calorie intake
- Inequality of food consumption vs. GDP per capita
- MDG1.C: Share of population undernourished
- Malnutrition: Number of children who are stuntedIHME
- Malnutrition: Number of children who are wastedUnited Nations
- Malnutrition: Number of children who are wastedIHME
- Malnutrition: Prevalence of childhood stunting, male vs. female
- Malnutrition: Share of children who are stuntedUnited Nations
- Malnutrition: Share of children who are stuntedIHME
- Malnutrition: Share of children who are underweight
- Malnutrition: Share of children who are wastedUnited Nations
- Minimum daily requirement of calories
- Number of people who are moderately or severely food insecure
- Number of people who are severely food insecure
- Number of people who are undernourishedBy fragility level
- Number of people who are undernourishedBy country
- Number of severely food insecure people by region
- Prevalence of stunting vs. improved sanitation facilities
- Prevalence of undernourishment in developing countries
- Prevalence of undernourishment vs share of children who are stunted
- Prevalence of undernourishment vs. share in extreme poverty
- Prevalence of underweight children vs. share in extreme poverty
- Share of children who are stunted vs. GDP per capita
- Share of population with moderate or severe food insecurity
- Share of population with severe food insecurityBar chart
- Share of population with severe food insecurityLine chart
- Share of the population that is undernourished
- Share of the population who are undernourished vs GDP per capita
- Stunting vs GDP per capita
- Stunting vs level of prosperity
Hygiene
Income Tax
Incomes across the Distribution
- Daily income of the poorest and richest decile
- GDP per capita vs. Daily income of the poorest 10%
- GDP per capita vs. mean income or consumption per day
- GDP per capita vs. median income or consumption per day
- Income or consumption share of the richest 10%World Bank
- Income share distribution (before tax)WID, bars
- Income share distribution (before tax)WID, stacked area and multiple groups
- Income share of the richest 1% (before tax)WID
- Income share of the richest 10% (after tax)LIS
- Income share of the richest 10% (before tax)WID
- Income shares by quintile
- Mean income or consumption per dayMarimekko
- Mean income or consumption per day2017 Int-$
- Mean vs. median daily income
- Median and mean income (after tax)LIS
- Median income or consumption per day
- Threshold income for each decile (after tax)LIS
- Threshold income for each decile (before tax)WID
- Threshold income marking the poorest decile vs. mean income (after tax)
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 pollutionAge-standardized
- Death rate from indoor air pollution vs. GDP per capita
- Death rate from indoor air pollution vs. share in extreme poverty
- Deaths from household and outdoor air pollution
- Deaths from indoor 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
- Indoor air pollution death rate vs. access to clean fuels for cooking
- Indoor air pollution vs. outdoor air pollution death rate
- Number of deaths from indoor air pollution, 1990 vs. 2019
- 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
- Child deaths by life stage
- Global infant mortality by cause for boys vs. girls
- Infant mortality by sex
- Infant mortality rateUN IGME
- Infant mortality rateIHME
- Infant mortality rate by sexWorld Bank; UN IGME
- Infant mortality rates in England and Wales
- Maternal mortality vs. neonatal mortality
- Neonatal mortality rateUN IGME
- Neonatal mortality rateWith SDG Target
- Neonatal mortality vs. births attended by skilled health staff
- Neonatal, infant and child mortality rates
- Number of infant deathsUN via World Bank
- Number of neonatal deathsIHME
- Number of neonatal deaths by region
Infectious Diseases
Influenza
Informal Sector
Infrastructure Projects
Interest Rates & Credit Market
Intergovernmental Organizations & Diplomacy
- Countries with accredited independent national human rights institutions
- Share of countries with accredited independent national human rights institutions
- Share of each countries' membership of international organizations
- Share of required information submitted to international 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
- Distribution of global merchandise exports, by region of origin
- Exports between rich and non-rich countries
- Globalization over 5 centuries3 sources
- Growth of global exports
- 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
- Trade as share of GDP
- Trade in services (exports plus imports) as share of GDP
- Trade openness
- Trade openness in Europe
- Value of exported goods as share of GDP
- Value of exported of goods and services
- Value of imported goods as a share of GDP
- Various sources of merchandise trade as a share of GDP
- World GDP over the last two millennia
Internet
- Adoption of communication technologiesAbsolute numbers
- Adoption of communication technologies per 100 people
- Daily hours spent with digital media in the United States
- Landline Internet subscriptions
- Landline Internet subscriptions by download speed
- Landline Internet subscriptions per 100 people
- Number of people using the Internet
- Share of US adults who use the Internet, by age
- Share of primary schools with access to the Internet for teaching
- Share of the population using the Internet
Irrigation
LGBT+ Rights
- Age of consent for same-sex and different-sex partnersEqualdex
- Age of consent for same-sex and different-sex partners equalVelasco
- Age of consent for same-sex and different-sex partners unequalVelasco
- Blood donations by men who have sex with men
- Censorship of LGBT issues
- Civil union for same-sex partners
- Constitutional protections against discrimination based on sexual orientation or gender identity
- Conversion therapiesEqualdex
- Conversion therapies bannedVelasco
- Countries in which same-sex sexual acts are legalVelasco
- Countries in which same-sex sexual acts are punished by deathVelasco
- Countries in which third gender is recognized
- Countries with equal age of consent for same-sex and different-sex partners
- Countries with joint adoptions by same-sex partners
- Countries with marriage bans for same-sex partners
- Countries with marriage for same-sex partnersVelasco
- Discrimination based on sexual orientation or gender identity
- Employment discrimination based on sexual orientation or gender identity prohibitedVelasco
- Employment discrimination based on sexual orientation or gender identity prohibitedEqualdex
- Gender assignment surgeries on children banned
- Gender marker can be legally changedVelasco
- Gender marker changeEqualdex
- Hate crimes based on sexual orientation or gender identity are an aggravating circumstance
- Housing discrimination based on sexual orientation or gender identity prohibited
- Inciting crimes based on sexual orientation or gender identity is illegal
- Joint adoptions by same-sex partnersVelasco
- Joint adoptions by same-sex partnersEqualdex
- LGBT+ rights index
- Legal status of same-sex sexual actsEqualdex
- Lesbian, gay, and bisexual people allowed to openly serve in the militaryVelasco
- Lesbian, gay, and bisexual people banned from the militaryVelasco
- Lesbian, gay, bisexual, and transgender people serve openly in the militaryEqualdex
- Marriage for same-sex partnersVelasco
- Marriage for same-sex partnersEqualdex
- Marriage for same-sex partners bannedVelasco
- Number of countries protecting core LGBT+ rights
- Number of countries where same-sex marriage is legalPew Research Center
- Number of countries where same-sex sexual acts are legalKenny & Patel
- People living in countries in which a third gender is recognized
- People living in countries in which same-sex sexual acts are legalVelasco
- People living in countries in which same-sex sexual acts are punished by deathVelasco
- People living in countries with equal age of consent for same-sex and different-sex partners
- People living in countries with joint adoptions by same-sex partners
- People living in countries with marriage bans for same-sex partners
- People living in countries with marriage for same-sex partnersPew Research Center
- People living in countries with marriage for same-sex partnersVelasco
- Promotion of non-traditional sexual relations banned
- Same-sex sexual acts illegalVelasco
- Same-sex sexual acts legalVelasco
- Same-sex sexual acts punished by deathVelasco
- Third gender legally recognizedVelasco
- Third gender legally recognizedEqualdex
- Transgender people are allowed to openly serve in the militaryVelasco
Labor & Capital Share
Labor Force Participation & Employment
- Distribution of job finding methods for employed workers in European countries
- Employment by economic sector
- Employment rate with tertiary vs vocational education
- GDP per head vs share of industry in employment
- GDP per head vs share of services in employment
- Industry employment as a share of total 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 ratesSlope chart
- Share of agriculture in total employment
- Share of service in total exports
- Share of workers informally employed in non-agricultural workplaces
- Unemployment rate in people with vs. without disability
Labor Market Policies
Land Use
- Agricultural land use
- Arable land needed to produce a fixed quantity of crops
- Area of land needed to meet global vegetable oil demand
- Change in cereal production, yield, land use and population
- Extent of extensive agriculture
- Extent of foraging, hunting and gathering
- Extent of intensive agriculture
- Extent of pastoralism
- Global cropland is still increasing
- Global land use since 10,000 BCE
- Has the world passed peak agricultural land?
- How much cropland has the world spared due to increases in crop yields?
- How much global land is used as pasture for livestock?
- Is agricultural land expanding: the change over the prior decade
- 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
- Share of land defined as natural habitat
- Share of rural land area where the elevation is 5 meters or less
- Share of world regions with land use present
- Terrain Ruggedness Index
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
- Arable land use per person
- Change of cereal yield and land used for cereal production
- Cropland extent over the long-term
- Cropland per person 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
- 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
- Share of total energy used in agriculture and forestry
- Tractors per 100 square kilometers of arable land
Lead Pollution
- Death rate from lead exposure
- Disease burden 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 lead levels in blood greater than 10 µg/dL
- Number of children with lead levels in blood greater than 5 µg/dL
- Number of premature deaths from lead exposure
- Rate of disease burden from lead exposure
- Share of paints with lead levels greater than 90 ppm
- Which countries have legally-binding controls on lead paint?
Life Expectancy
- Deaths per year, 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
- Estimated and projected life expectancy at birth
- Expected years of living with disability or disease burden
- Female and male life expectancy at birth
- Female minus male life expectancy vs. non-communicable disease death rate
- 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
- Life expectancyWorld Bank data
- Life expectancyUN estimates + projections
- Life expectancyUN historical estimates
- Life expectancy at age 15
- Life expectancy at age 15 by sex
- Life expectancy at age 45
- Life expectancy at birthOECD data
- Life expectancy at birth by sex
- Life expectancy at birth, including the UN projections
- Life expectancy by world region
- Life expectancy of women vs life expectancy of men
- Life expectancy vs. GDP per capitaMaddison
- Life expectancy vs. GDP per capitaWorld Bank
- Life expectancy vs. liberal democracy
- Life satisfaction vs. life expectancy
- Median age
- Share in extreme poverty vs. life expectancy at birth
- Share of men and women expected to survive to the age of 65
- Share of 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
- Literacy rate in adult men
- Literacy rate in adult women
- Literacy rate of young men and womenLine chart
- 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
Malaria
- Death rate from malariaWHO, GHO data
- Death rate from malariaIHME data
- Death rate from malariaWHO, Global Health Estimates
- Estimated number of deaths from malariaWHO GHO data
- Malaria deaths by age
- Malaria incidence
- Malaria mortality in children
- Number of child deaths from malaria
- Number of deaths from malariaIHME
- Number of deaths from malariaWHO GHO
- Number of deaths from malariaWHO GHE
- Share of children with a fever receiving antimalarial drugs
- Share of the population with malaria
Marriage & Relationships
- Average age of women at marriage
- Civil union for same-sex partners
- Countries with marriage for same-sex partnersVelasco
- Cumulative share of marriages in England and Wales ending in divorce
- Divorces per 1,000 people
- Duration of marriages ending in divorce
- Marriage for same-sex partnersVelasco
- Marriage for same-sex partnersEqualdex
- Marriage for same-sex partners bannedVelasco
- Number of countries where same-sex marriage is legalPew Research Center
- People living in countries with marriage for same-sex partnersPew Research Center
- People living in countries with marriage for same-sex partnersVelasco
- 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 to 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
- Change in maternal mortality
- Change in maternal mortality ratio
- Has country already reached SDG target on maternal mortality?
- MDG5.A: Maternal mortality ratio
- MDG5.B: Share of pregnant women receiving adequate antenatal care
- Maternal deaths by cause
- Maternal deaths by income group
- Maternal mortality ratioWorld Bank
- Maternal mortality ratio
- Maternal mortality ratioSlope Chart; World Bank
- Maternal mortality ratioWith SDG Target
- Maternal mortality ratioIHME
- Maternal mortality ratioWHO GHO data
- Maternal mortality ratio vs GDP per capita
- Maternal mortality ratio vs. births attended by skilled health staff
- Maternal mortality ratio vs. children per woman
- Maternal mortality vs. health expenditure over time
- Maternal mortality vs. neonatal mortality
- Number of maternal deathsWHO
- Number of maternal deathsIHME
- Number of maternal deaths by region
- Share of births attended by skilled health staff
- Share of pregnant women who receive 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 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
- Environmental footprints of dairy and plant-based milks
- 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 discards
- Fish landings and discards
- Global fishery catch by sector
- Global meat consumption
- Global meat demand if everyone ate like the average citizen of...
- Global meat production
- Livestock counts
- Meat consumption vs. GDP per capita
- Meat production
- Meat production by livestock type
- Meat supply per person
- Milk per animal
- Milk production
- Number of cattle
- Number of pigs
- Number of poultry birds
- Per capita egg consumption
- Per capita meat consumption by typeStacked area chart
- Per capita meat consumption by typeStacked bar chart
- Per capita meat consumption in the EU28 OECD, 1990-2018
- Per capita meat consumption in the United StatesUSDA
- Per capita milk consumption
- Pig meat per animal
- Pigmeat production
- Poultry meat per animal
- Poultry production
- Protein efficiency of meat and dairy production
- Protein supply from animal foods vs. GDP per capita
- Seafood and fish production
- Seafood production: wild fish catch vs aquacultureLine chart
- Seafood production: wild fish catch vs aquacultureStacked area chart
- Share of cereals allocated to animal feed
- Share of egg production that is free-range
- Status of the world's fish stocks
- UK egg production by system
- Yearly number of animals slaughtered for meat
Medical & Biotechnologies
Meningitis
Mental Health
- Age when first had anxiety or depression
- Anorexia or bulimia nervosa estimated cases
- Anxiety disorders prevalence
- Anxiety disorders prevalence vs. GDP per capita
- Anxiety disorders prevalence, by age
- Anxiety disorders prevalence, males vs. females
- Bipolar disorder prevalence
- Bipolar disorder prevalence, by age
- Bipolar disorder prevalence, males vs. females
- Burden of disease from each category of mental illness
- Dealt with anxiety or depression by engaging in religious/spiritual activities
- Dealt with anxiety or depression by taking prescribed medication
- Dealt with anxiety or depression by talking to friends or family
- Depressive disorders prevalence
- Depressive disorders prevalence vs. GDP per capita
- Depressive disorders prevalence, IHME vs. WHO
- Depressive disorders prevalence, by age
- Depressive disorders prevalence, males vs. females
- Depressive symptoms across the US population
- Eating disorders prevalence
- Eating disorders prevalence, by age
- Eating disorders prevalence, males vs. females
- Estimated prevalence vs burden of mental illnesses
- Experienced calmness a lot of the day yesterday, by age
- Experienced calmness a lot of the day yesterday, by gender
- Have friends or family who have been anxious or depressed, by gender
- Mental health units in general hospitals
- Mental illness: estimated casesby country
- Mental illnesses and substance use disorders death rate, by age groupWHO
- Mental illnesses prevalence
- Number of countries with underlying data on the prevalence of mental illnesses
- Perceived comfort speaking about anxiety or depression
- Perceived discomfort speaking about anxiety or depression
- Perceived discomfort speaking about anxiety or depression, by gender
- Perceived importance of government funding for research on anxiety or depression
- Perceived importance of national funding for anxiety/depression research vs. GDP per capita
- Perceived importance of science in treating anxiety or depression
- Perceived importance of science in treating anxiety or depression vs. GDP per capita
- Psychiatrists working in the mental health sector
- Schizophrenia prevalence
- Schizophrenia prevalence, by age
- Schizophrenia prevalence, males vs. females
- Share who have friends or family who have been anxious or depressed
- Share who report lifetime anxiety or depression
- Share who say local people would feel very comfortable speaking about anxiety or depression vs share who know friends or family with anxiety depression
- Share who say local people would feel very comfortable speaking about anxiety or depression vs share who spoke to friends or family when they had anxiety or depression
- Stand-alone policy or plan for mental health
- Treatment gap for clinical anxiety
Metals & Minerals
Micronutrient Deficiency
- Child mortality vs. prevalence of anemia among pregnant women
- Child mortality vs. share of children who are anemic
- Global prevalence of zinc deficiency
- Hidden Hunger Index in pre-school children
- Hidden Hunger Index vs. GDP per capita
- Hidden Hunger Index vs. share in 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
- Number of refugees per 100,000 population
- Personal remittances and official development assistance received
- Policies to facilitate orderly, safe, regular and responsible migration
- Population growth rate with and without migration
- Recorded deaths and disappearances during migration
- Refugee population by country or territory of asylum
- Refugee population by country or territory of origin
- Remittance costs as a proportion of the amount remitted
- Share of the population that were born in another country
- Total number of international immigrants
Military Personnel
Military Spending
- Armed forces personnel
- Armed forces personnel as a share of the total labor force
- Armed forces personnel as a share of total population
- Military expenditure
- Military expenditure as a share of GDPSIPRI
- Military expenditure as a share of GDP
- Military expenditure per capita
- Military personnelCorrelates of War
- Military personnel as a share of total population
Mortality by Age
Multidimensional Poverty
- How does extreme monetary poverty compare to multidimensional poverty?Current estimates
- Intensity of multidimensional povertyCurrent estimates
- Intensity of multidimensional povertyHarmonized over time estimates
- Multidimensional Poverty Index (MPI)Current estimates
- Multidimensional Poverty Index (MPI)Harmonized over time estimates
- Prevalence vs. intensity of multidimensional povertyCurrent estimates
- Share of population in multidimensional povertyCurrent estimates
- Share of population in multidimensional povertyHarmonized over time estimates
- Share of population in multidimensional poverty: Urban vs. ruralHarmonized over time estimates
- Share of population in multidimensional poverty: Urban vs. ruralCurrent estimates
- Share vs. intensity of multidimensional povertyHarmonized over time estimates
Natural Disasters
- Accumulated cyclone energy of North Atlantic hurricanes
- Adoption and implementation of policies to reduce disaster risk
- Annual Heat Wave Index in the United States
- Average acres burned per wildfire in the United States
- Death rate from natural disastersIHME, crude
- Death rate from natural disastersWHO
- Death rate from natural disastersIHME, age-standardized
- Deaths from earthquakes
- Deaths from natural disasters as a share of total deaths
- Deaths from natural disasters by type
- 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
- 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 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
- Largest confirmed impact craters on Earth by diameter
- Near-Earth asteroids discovered over time
- News coverage of disasters
- News coverage of disasters, by continent
- Number left homeless from natural disasters
- 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 recorded natural disaster events
- Number of significant volcanic eruptions
- Number of wildfires in the United States
- People displaced internally by natural disasters
- Power Dissipation Index (PDI) of North Atlantic cyclones
- Precipitation anomaly in the United States
- Rate of deaths and missing persons due to natural disasters
- Score of adoption and implementation of national strategies 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 in line with national strategies
- Track error
- Wildfire acres burned in the United States
Neglected Tropical Diseases
Neurological Disorders
- Alzheimer's prevalence
- Asperger syndrome prevalence in males vs. females
- Autism prevalence in males vs. females
- Disease burden from autistic spectrum disorders
- Disease burden from mental and neurodevelopmental disorders
- Number of people with Asperger syndrome
- Number of people with attention deficit/hyperactivity disorder
- Number of people with autism
- Number of people with autistic spectrum disorder
- Number of people with developmental intellectual disability
- Number with a mental or neurodevelopmental disorder by type
- Parkinson's disease prevalence
- Prevalence of ADHD in males vs females
- Prevalence of Alzheimer's disease and other dementias
- Prevalence of autistic spectrum disorder
- Prevalence of developmental intellectual disability in males vs. females
- Rate of disease burden from attention deficit/hyperactivity disorder
- Rate of disease burden from autism spectrum disorders
- 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
- Share of population with developmental intellectual disability
- Share of population with developmental intellectual disability vs. GDP per capita
- 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)
- Relative share of Google searches for causes of death
Non-communicable Diseases
- Death rate from diabetesIHME, age-standardized
- Death rate from diabetesIHME, crude
- Death rate from diabetesWHO
- Mortality from non-communicable diseases
Non-food Crops
Nuclear Energy
- Annual change in nuclear energy generation
- Annual percentage change in nuclear energy generation
- Nuclear power generation
- 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 obesityIHME, age-standardized
- 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
- Share of adult men overweight or obese vs. daily supply of calories
- 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 and adolescents that are overweight or obese
- Share of children that are overweight or obese
- 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
Oil Spills
- Global number of oil spills from tankers
- Global number of oil spills from tankers, decadal average
- Global quantity of oil spilled from tankers
- Global quantity of oil spilled from tankers, decadal average
- Number of tanker spills by operation at time of incident, 1970-2022
- Number of tanker spills by primary cause of spill, 1970-2022
Optimism & Pessimism
- People living in democracies and non-democraciesPolity IV
- World population living in extreme povertyWorld Bank & Bourguignon and Morrisson
Ozone Layer
- Antarctic ozone hole area
- Change in the consumption of ozone-depleting substances
- Concentration of ozone in the stratosphere
- Consumption of ozone-depleting substances
- Countries subscribed to the Montreal Protocol
- Emissions of ozone-depleting substances
- Excess skin cancer cases due to ozone depletion
- Number of parties in multilateral environmental agreements
- Ozone-depleting substance emissions
- Stratospheric chlorine concentrations projections
- Stratospheric ozone concentration projections
Patents
Peacekeeping
Pesticides
Plastic Pollution
- Cumulative displaced plastic waste as a result of Chinese import ban
- Cumulative global production of plastics
- 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
- Global plastic waste by disposal
- Global plastics production
- 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 per capita
- Mismanaged plastic waste per capita vs. GDP per capita
- Most common items of waste in the ocean by region
- Per capita plastic waste vs. GDP per capita
- Plastic exports to China by top 10 exporting countries
- 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 generation
- Plastic waste generation by industrial sector
- Plastic waste generation per person
- 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
- Share of cumulative plastic exports by top ten exporters
- Share of global mismanaged plastic waste
- Share of global plastic waste emitted to the ocean
- Share of ocean plastics that come from the largest emitting rivers
- Surface plastic mass by ocean basin
- Surface plastic particles by ocean basin
- What are the most common items of waste found in rivers and oceans?
- What items of waste do we find in rivers and the ocean?
Polio
- Cases of paralytic polio by world region
- Difference between reported and estimated cases of polio
- Polio case and death rates in the United States
- Polio: Rate of cases vs vaccination coverage
- Progress towards polio eradication
- Rate of acute flaccid paralysis from non-polio causes
- Reported cases of paralytic polio
- Reported cases of paralytic polio by world region
- Reported cases of paralytic polio from vaccine-derived virusesLine chart
- Reported cases of paralytic polio from vaccine-derived virusesMap
- Reported cases of paralytic polio from wild polioviruses
- Reported paralytic polio cases and deaths
- Reported paralytic polio cases per million
- Share of one-year-olds who are vaccinated against polio
- Share of potential polio cases with adequate stool collection
- The decade of the last recorded wild paralytic polio case
- Where are we falling behind on screening and testing for polio?
Political Asylum & Refugees
Population Growth
- Annual population growthwith UN projections
- Birth rate vs. death rate
- Births and deaths per yearwith UN projections
- Births per year
- Births per yearwith UN projections
- Births per year, by world region
- Births that are registered
- Change in Global Hunger Index vs. Population growth
- Child deaths per year
- Children per woman vs. population growth
- Deaths per yearwith UN projections
- Deaths per year, by age group
- Deaths per year, by world region
- Fertility rate: children per womanwith UN projections
- Natural population growthwith UN projections
- Natural population growth rate vs. child mortality rate
- Natural population growth rate vs. median age
- Number of one-year-olds
- Population1950 to 2100, with UN projections
- Populationsince 10,000 BC
- Population10000 BCE to 2100, with UN projections
- Populationsince 10,000 BC, Marimekko
- Population by age group1950 to 2100, with UN projections
- Population by age group
- Population by world region10000 BCE to 2100, with UN projections
- Population growth ratewith UN projections
- Population growth rate by level of developmentwith UN projections
- Population growth rate vs. child mortality rate
- Population growth rate with and without migration
- Population of young, working-age and elderly
- Population of young, working-age and elderlywith UN projections
- Population under age 5, by world regionwith UN projections
- Population younger than 15 by world region1950 to 2100, with UN projections
- Population, comparison of United Nations projections1950 to 2100, with UN projections
- The demographic transition
- The demographic transition in England and Wales
- World population by level of educationwith projections
- World population, comparison of UN projections
- World population, comparison of different historical sources
Poverty
- Access to electricity vs. share in extreme poverty
- CO₂ emissions per capita vs. share in extreme poverty
- Cereal yield vs share in extreme poverty
- Child mortality vs. share in extreme poverty
- Children per woman vs. share living in extreme poverty
- Comparison of extreme poverty estimates, World Bank PIP vs Bradshaw & Mayhew (2011)
- Daily GDP per capita vs. mean income or consumption per dayDaily GDP per capita, with comparison lines
- Daily income of the poorest and richest decile
- Death rate from indoor air pollution vs. share in extreme poverty
- Death rate from unsafe water sources vs. share of population living in extreme poverty
- Distribution of population between different poverty thresholdsfewer thresholds
- Distribution of population between different poverty thresholdsmore thresholds
- Distribution of population between different poverty thresholds
- Distribution of population between different poverty thresholdsHistorical estimates (Moatsos, 2021)
- Energy use per capita vs. share in extreme poverty
- Expected years of schooling vs. share of population in extreme poverty
- Extreme poverty and child mortality
- GDP per capita2017 Int-$
- GDP per capita vs. Daily income of the poorest 10%
- GDP per capita vs. mean income or consumption per day
- GDP per capita vs. median income or consumption per day
- Global Hunger Index vs. share in extreme poverty
- Hidden Hunger Index vs. share in extreme poverty
- How does extreme monetary poverty compare to multidimensional poverty?Current estimates
- Intensity of multidimensional povertyCurrent estimates
- Intensity of multidimensional povertyHarmonized over time estimates
- Mean income or consumption per dayMarimekko
- Mean income or consumption per day2017 Int-$
- Mean vs. median daily income
- Median income or consumption per day
- Multidimensional Poverty Index (MPI)Current estimates
- Multidimensional Poverty Index (MPI)Harmonized over time estimates
- National poverty line vs. GDP per capita
- National poverty line vs. GDP per capitaBy income group
- National poverty line vs. mean daily income or consumption
- National poverty line vs. median income or consumption per day
- Number of income/consumption surveys in the past decade available via the World Bank
- Number of people living in extreme povertyStacked area chart
- Number of people living in extreme povertyLine chart
- Number of people living in extreme poverty by regionHistorical estimates (Moatsos, 2021)
- Number of people living in extreme poverty by region'Cost of basic needs' approach, Historical estimates (Moatsos, 2021)
- Poverty gap index at $2.15 per day
- Poverty: Share of population living on less than $1 a day
- Poverty: Share of population living on less than $10 a dayLine chart
- Poverty: Share of population living on less than $10 a dayMarimekko
- Poverty: Share of population living on less than $3.65 a day
- Poverty: Share of population living on less than $30 a day
- Poverty: Share of population living on less than $40 a day
- Poverty: Share of population living on less than $6.85 a day
- Prevalence of undernourishment vs. share in extreme poverty
- Prevalence of underweight children vs. share in extreme poverty
- Prevalence vs. intensity of multidimensional povertyCurrent estimates
- Relative poverty: Share of people below 40% of the median
- Relative poverty: Share of people below 50% of the median
- Relative poverty: Share of people below 60% of the median
- Share in extreme poverty vs. life expectancy at birth
- Share in extreme poverty vs. poverty gap index
- Share in extreme poverty: Cost of basic needs approach vs. living on less than $1.90 a dayHistorical estimates (Moatsos, 2021)
- Share in poverty relative to different poverty thresholds
- Share in poverty relative to different poverty thresholdsHistorical estimates (Moatsos, 2021)
- Share in poverty vs. educational attainment
- Share in poverty vs. life expectancy
- Share living on less than $6.85 a day vs mean income or consumption
- Share of government consumption in GDP vs. share of population living in extreme poverty
- Share of gross national income donated toward poverty reduction
- Share of gross national income from poverty reduction grants
- Share of people at risk of falling into poverty if payment for surgical care is required
- Share of population below and above $30 per dayStacked bar: Above/below $30 per day
- Share of population in multidimensional povertyCurrent estimates
- Share of population in multidimensional povertyHarmonized over time estimates
- Share of population in multidimensional poverty: Urban vs. ruralHarmonized over time estimates
- Share of population in multidimensional poverty: Urban vs. ruralCurrent estimates
- Share of population living in extreme povertyLine chart
- Share of population living in extreme povertyMarimekko
- Share of population living in extreme povertyHistorical estimates (Moatsos, 2021), Line chart
- Share of population living in extreme povertyHistorical estimates (Moatsos, 2021), Stacked area chart
- Share of population living in extreme poverty'Cost of basic needs' approach, Historical estimates (Moatsos, 2021), Stacked area chart
- Share of population living in extreme poverty'Cost of basic needs' approach, Historical estimates (Moatsos, 2021), Line chart
- Share of population living in extreme poverty vs GDP per capita
- Share of population living in extreme poverty vs. mean income or consumption per day
- Share of population living in poverty by national poverty lines
- Share of population living with less than $2.15 and $3.65 per day
- Share of population within different income thresholdsStacked bar: Above/below $30 per day
- 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
- Share vs. intensity of multidimensional povertyHarmonized over time estimates
- The poverty gap
- The share and number of people living in extreme poverty
- Total population living in extreme poverty by world region
- Vaccination coverage vs. share in extreme poverty
- World population living in extreme povertyWorld Bank & Bourguignon and Morrisson
Poverty Relative to Poverty Lines Higher than the International Poverty Line
- Distribution of population between different poverty thresholdsfewer thresholds
- Distribution of population between different poverty thresholdsmore thresholds
- Distribution of population between different poverty thresholds
- National poverty line vs. median income or consumption per day
- Share in poverty relative to different poverty thresholds
- Share of population living with less than $2.15 and $3.65 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 enrollment rate, boys vs. girls in pre-primary education
- Net enrollment 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
- 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
- Confirmed killings of human rights defenders, journalists and trade unionists
- Press freedomFreedom House
- Press freedom indexReporters Sans Frontieres
Prices
Primary Education
- Attendance vs enrollment 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 enrollment ratio, primary, gender parity index (GPI)
- Gross vs. net enrollment rate in primary education
- MDG2.A: Net enrollment rate in primary education
- Net enrollment rate, primary, gender parity index (GPI)
- Official entrance age to compulsory education
- Percentage of primary schools with access to potable water
- Percentage of primary schools with toilets
- Primary completion rateBy gender
- Primary completion rate
- Primary completion rate, adjusted gender parity index
- Primary completion rate, gender parity index (GPI)
- Primary schooling: Adjusted net attendance rate
- Primary-school-age children who are out of school by world region
- 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 math proficiency
- Share of students at end of primary education achieving minimum reading proficiency
- Share of students in early primary education achieving minimum math proficiency
- Share of students in early primary education achieving minimum reading proficiency
- Total net enrollment rate in primary education
- Total net enrollment rate in primary education by sex
- Total net enrollment rate, primary, gender parity index (GPI)
Prisons
Productivity
- Capital intensity vs. labor productivity
- GDP per capita vs. labor productivity
- Gap in GDP per hour worked with respect to the United States
- Higher labor 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
- Total factor productivity
Productivity of Technologies
Projections of Future Education
Property Rights
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 outcomesAltinok, Angrist, Patrinos (2018)
- National average learning outcomes vs government expenditure per student
- National average learning outcomes vs. government expenditure per primary student
- 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 education test scores by the OECD
- PISA score of the best and worst student by country
- PISA scores of 15-year-olds by reading proficiency level
- 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
- 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 by government expenditure per student
- Share of students achieving no or minimum learning outcomes vs. education spending per capita
- Share of students at end of lower secondary education achieving minimum math proficiency
- Share of students at end of lower secondary education with minimum reading proficiency
- Share of students at end of primary education achieving minimum math proficiency
- Share of students at end of primary education achieving minimum reading proficiency
- Share of students in early primary education achieving minimum math proficiency
- Share of students in early primary education achieving minimum reading proficiency
- Share of students in top PISA mathematics score level, 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 employment per day
- Time spent in study 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 leisure, social, and associative life per day
- Time spent on unpaid care and domestic work, women vs. men
- Weekly home production time by age group, United States
- Weekly hours dedicated to home production in the USA, by demographic group
Redistribution
- Income inequality: Gini coefficient before and after taxOECD, line chart
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
- Global hydropower consumption
- Hydropower generation
- Hydropower generation by region
- Installed geothermal energy capacity
- Installed global renewable energy capacity by technology
- Installed solar energy capacity
- Installed wind energy capacity
- International finance received for clean energy
- Investment in renewable energy, by technology
- Modern renewable energy generation by source
- 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 electricity-generating capacity
- Renewable energy consumption
- Renewable energy generationStacked area chart
- Renewable energy generationLine chart
- Renewable energy investment
- 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 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 (photovoltaic) panel prices
- Solar (photovoltaic) panel prices vs. cumulative capacity
- Solar PV 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 articles published in scientific and technical journals
- Annual articles published in scientific and technical journals per million people
- Annual patent applications
- Annual patent applications per million people
- Annual patent filings for artificial intelligence technologies globally
- Annual patents filed for carbon capture and storage technologies
- Annual patents filed for electric vehicle technologies
- Annual patents filed for energy storage technologies
- Annual patents filed for renewable energy technologies
- Annual patents filed in sustainable energy
- Annual patents granted in Great Britain during the Industrial Revolution
- Cumulative RCTs published in high-ranked medical journals
- International finance received for clean energy
- Invention patents granted annually in the United States since 1790
- Invention patents granted annually in the United States since 1840By category
- Number of R&D researchers per million people
- Ocean science as a share of total research & development funding
- R&D researchers per million people vs. GDP per capita
- Research & development spending as a share of GDP
Respiratory Diseases
- Asthma prevalence
- Child mortality from respiratory infections vs. access to clean fuels for cooking
- Child mortality from respiratory infections vs. share taken to a healthcare provider
- Deaths from chronic respiratory diseases
- Share of children with a respiratory infection taken to a healthcare provider
- Share of children with symptoms of pneumonia who are taken to a health provider
Returns to Education
Rights of Marginalized Ethnic Groups
Risk and Insurance
Sanitation
- Death rate attributable to unsafe water, sanitation, and hygiene
- Death rate from no access to hand-washing facilitiesIHME, crude
- Death rate from unsafe sanitationIHME, age-standardized
- Deaths attributed to lack of access to handwashing facilities
- Deaths attributed to unsafe sanitation
- Deaths attributed to unsafe water sources
- Diarrheal diseases death rate in children vs. access to basic handwashing facilities
- Has country already reached SDG target for access to sanitation?
- 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 safe sanitation
- Number of people without access to improved sanitation
- Number of people without access to safely managed sanitation
- Open defecation in rural areas vs. urban areas
- Rate of deaths attributed to no access to handwashing facilitiesIHME, age-standardized
- Rate of deaths attributed to unsafe sanitationIHME, crude
- Rate of deaths attributed to unsafe water sourcesIHME, crude
- Sanitation facilities coverage
- Sanitation facilities coverage in rural areas
- Sanitation facilities coverage in urban areas
- Share of deaths attributed to 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 with improved sanitation vs. GDP per capita
- Share of the population using at least basic sanitation services
- Share of the population with access to sanitation facilities
- Share of the population without access to improved sanitation
- Share of the rural population using at least basic sanitation services
- Share of urban population using at least basic sanitation services
- 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
Science & Research
Secondary Education
- Completion rate of lower secondary education
- Cumulative drop-out rate to the last grade of lower secondary general education
- Gross enrollment ratio in secondary education
- Gross enrollment ratio, secondary education, gender parity index (GPI)
- Lower secondary completion rate, adjusted gender parity index
- Net enrollment 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 math proficiency
- Share of students at end of lower secondary education with minimum reading proficiency
- Share of the population with at least some secondary education
- Upper secondary completion rate, adjusted gender parity index
Smallpox
- Deaths caused by smallpox as a share of all deaths in London
- Deaths from smallpox per 1,000 population
- Decade in which smallpox ceased to be endemic by country
- Global number of reported smallpox cases
- Life expectancy at birth 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 smokingIHME, age-standardized
- Number of cigarettes smoked per smoker per day
- Number of current smokers
- Number of deaths from smoking in 1990 vs. 2019
- Prevalence of daily smoking in populations
- Share of adults who smoke in 2000 vs. 2018
- Share of tobacco in total household consumption
- Share who use tobacco
- Smoking death rate in 1990 vs. 2019
Social Spending
Soil
Space Travel & Satellites
- Annual budget of NASA
- Annual number of human visits to space
- Annual number of objects launched into space
- Cost of space launches to low Earth orbit
- Cumulative number of exoplanets discovered, by method
- Cumulative number of gravitational wave observations
- Cumulative number of human visits to space
- Cumulative number of objects launched into space
- Cumulative number of people who have been to space
- Largest confirmed impact craters on Earth by diameter
- Near-Earth asteroids discovered over time
- Number of payloads and rocket bodies in space, by orbit
- Number of tracked objects in low Earth orbit, by type
Substance Use
- Alcohol and drug use disorders as a share of total disease burden
- Amphetamine overdose death rateIHME, age-standardized
- Amphetamine overdose death rateWHO
- Amphetamine overdose death rate by age
- Cocaine overdose death rateIHME, age-standardized
- Cocaine overdose death rateWHO
- Cocaine overdose death rate by age
- Coverage of treatment interventions for substance use disorders
- Death rate from alcohol and drug use disordersIHME
- Death rate from alcohol and drug use disordersWHO
- Death rate from mental health and substance use disordersIHME
- Death rate from mental health and substance use disordersWHO
- Death rates from alcohol and drug use disorders by age
- Death rates from mental health and substance use disorders by ageIHME
- Deaths from alcohol and drug use disordersIHME
- Deaths from alcohol and drug use disordersWHO
- Deaths from alcohol and drug use disorders by sex
- Deaths from amphetamine overdoses by sex
- Deaths from cocaine overdoses by sex
- Deaths from drug useIHME
- Deaths from drug use disordersIHME
- Deaths from drug use disordersWHO
- Deaths from drug use disorders by sex
- Deaths from drug use disorders, by ageIHME
- Deaths from drug use disorders, by ageWHO
- Deaths from illicit drug overdoses
- Deaths from illicit drug overdosesWHO
- Deaths from illicit drug use, by age
- Deaths from illicit drugs
- Deaths from mental health and substance use disordersIHME
- Deaths from mental health and substance use disordersWHO
- Deaths from opioid overdoses by sex
- Deaths from substance use disordersIHME
- Deaths from substance use disordersWHO
- Deaths from substance use disorders by ageIHME
- Deaths from substance use disorders by ageWHO
- Deaths from tobacco, alcohol and drugs
- Drug overdose death ratesUnited States (CDC WONDER)
- Drug use death rateIHME, age-standardized
- Drug use death rateIHME
- Drug use disorder death rateIHME, age-standardized
- Drug use disorder death rateIHME
- Drug use disorder death rateWHO
- Drug use disorder death rateWHO, slope chart
- Mental health as a risk factor for illicit drug dependency or abuse
- Mental illnesses and substance use disorders death rate, by age groupWHO
- Number of deaths from substance use disordersIHME
- Number of deaths from substance use disordersWHO
- Number of people with alcohol or drug use disorders
- Number of people with drug use disorders
- Number with a drug use disorder by substance
- Opioid overdose death rateIHME, age-standardized
- Opioid overdose death rateWHO
- Opioid overdose death rate by age
- 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
- Rate of disease burden from drug use disordersIHME
- Rate of disease burden from drug use disordersWHO
- Share of population with alcohol use disorder vs. drug use disorder
- Share of population with drug use disorders
- Share of the population with alcohol or drug use disorders
- Share with alcohol or drug use disorders, men vs. women
Suicide
- Male vs. female suicide rateIHME data
- Male vs. female suicide rateWHO data
- Male-to-female ratio of suicide rateIHME data
- Male-to-female ratio of suicide rateWHO data
- Number of suicide from firearms
- Number of suicide from pesticide poisoning
- Number of suicidesIHME data
- Number of suicidesWHO data
- Number of suicides, by ageIHME data, since 1990
- Share of deaths from suicide
- Share of suicides from pesticide poisoning
- Suicide death rateIHME data
- Suicide rateIHME data, age-standardized
- Suicide rateWHO data
- Suicide rateWHO data, age-standardized
- Suicide rate by firearm
- Suicide rate in 1990 vs. 2019IHME data
- Suicide rate in 2000 vs. 2019WHO data
- Suicide rate vs. death rate from violenceIHME
- Suicide rate vs. homicide rateWHO; UNODC
- Suicide rate vs. income inequality
- Suicide rate vs. prevalence of mental & substance use disorders
- Suicide rate, by ageIHME data
- Suicide rate, by ageWHO data
- Suicide rate, by age
- Suicide rate, by sexWHO data
- Suicide rates among young people
Taxation
- Composition of tax revenues
- Government revenues as a share of national income
- Income inequality: Gini coefficient before and after taxWorld Bank (via UN SDG)
- 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
- Tax reduction in income inequalityOECD
- Tax revenue
- Tax revenue as share of GDP
- Tax revenue vs GDP per capita
- Tax revenues by source
- Taxation vs. electoral democracy
- 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 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 secondary education who are qualified
- Percentage of teachers in upper secondary education who are qualified
- Pupil-teacher ratio for 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 qualified
- 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
- Active mobile money accounts
- Adoption of communication technologiesAbsolute numbers
- Adoption of communication technologies per 100 people
- Annual number of human visits to space
- Annual number of objects launched into space
- Chess ability of the best computers
- Computation used to train notable artificial intelligence systems
- Computational capacity of the fastest supercomputers
- Cost of sequencing a full human genome
- Cost of space launches to low Earth orbit
- Cost per billion pairs of DNA sequencing
- GPU computational performance per dollar
- Historical cost of computer memory and storage
- Landline Internet subscriptions
- Landline Internet subscriptions per 100 people
- Landline phone subscriptions
- Landline phone subscriptions per 100 people
- Levelized cost of energy by technology
- Mobile phone subscriptions
- Mobile phone subscriptions per 100 people
- Moore's law: The number of transistors per microprocessor
- Non-commercial flight distance records
- Number of people using the Internet
- Population in range of mobile network signals by network capability
- Price changes in consumer goods and services in the United States
- Quantum bits per processor
- Registered vehicles per 1,000 people
- Share of US adults who use the Internet, by age
- Share of United States households using specific technologies
- Share of the population using the Internet
- Solar (photovoltaic) panel prices
- Solar (photovoltaic) panel prices vs. cumulative capacity
- Technology and infrastructure diffusion in the United Kingdom
- Technology and infrastructure diffusion in the United States
- The cost of 66 different technologies over time
Teenage Pregnancy
Terrorism
- Death rate from conflict and terrorismIHME, crude
- Death rate from conflict and terrorismIHME, age-standardized
- Deaths from conflict and terrorismIHME, GBD
- Deaths from terrorism
- Fatal airliner accidents and hijacking incidents
- Fatalities from airliner accidents and hijackings
- Global number of airliner hijackings and fatalities
- Incidence, fatality and injury 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, RAND vs. GTD
- Terrorist attacks by region
Tertiary Education
- Gross enrollment ratio in tertiary education
- Gross enrollment ratio, tertiary, gender parity index (GPI)
- Population aged 15+ by highest level of education achieved
- Projections of the share of adults educated to degree level
- Share enrolled in private institutions at the tertiary education level
- 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
- Shared of graduates from science and technology programs in tertiary education that are female
Tetanus
- Annual new cases of neonatal tetanus per million people
- Deaths from tetanus, by age
- Maternal tetanus vaccination by neonatal tetanus incidence
- New tetanus infection rate
- Number of deaths from tetanus
- Number of new tetanus infections by world region
- Tetanus cases vs tetanus vaccination coverage
- Tetanus death rate
- The percentage of neonates protected at birth against neonatal tetanus
- WHO vs. IHME incidence of tetanus
- Year of maternal neonatal tetanus elimination
Tourism
- Air passengers carried
- Air passengers per fatality
- Fatal airliner accidents and hijacking incidents
- Fatal airliner accidents per million commercial flights
- Fatalities from airliner accidents and hijackings
- GDP from tourism as a share of total GDP
- International tourist arrivals
- International tourist arrivals by region
- International tourist departures per 1000 people
- International tourist departures per 1000 people vs. GDP per capita
- International tourist departures vs. GDP per capita
- Monitoring of the economic and environmental aspects of tourism
- Monthly CO2 emissions from domestic and international flights
- Monthly CO2 emissions from international and domestic flights
- Number of aviation fatalities per million passengers
- Per capita CO2 emissions from domestic flights
- Per capita CO₂ emissions from aviation, tourism-adjusted
- Per capita CO₂ emissions from international flights, tourism-adjusted
- Per capita CO₂ emissions from international flights, tourism-adjusted
- Ratio of inbound to outbound tourists
Transport
- Air passengers carried
- Air passengers carried
- 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 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 aviation
- Per capita CO₂ emissions from aviation, tourism-adjusted
- Per capita CO₂ emissions from domestic aviation
- Per capita CO₂ emissions from domestic aviation vs. GDP per capita
- 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
- Registered vehicles per 1,000 people
- 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
- Share with convenient access to public transport
- 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 Infrastructure
Trials
Trust
- Country by country: Trust vs. GDP per capita
- Interpersonal trust in Europe
- Interpersonal trust in the United States
- Interpersonal trust vs. income inequality
- Public trust in government in the United States
- Share of people agreeing with the statement "most people can be trusted"
- Share of people that think others can be trusted vs. taken advantage of
- Share of people who trust journalists in their country
- Share of people who trust others in their neighborhood
- Share of people who trust science
- Share of people who trust their national government
- Trust in government averaged across OECD countries
- Trust in others vs. trust in police, Europe
Trust in Political Regime & Institutions
Tuberculosis
- Death rate from tuberculosisIHME, age-standardized
- Death rate from tuberculosisIHME, crude
- Death rate from tuberculosisWHO
- Death rate from tuberculosis among HIV-negative peopleWHO GHO data
- Death rate from tuberculosis, by age
- HIV/AIDS and tuberculosis deaths
- Incidence of tuberculosisWHO
- Number of deaths from tuberculosisIHME
- Number of tuberculosis cases
- Tuberculosis deaths by region
- Tuberculosis incidence
- Tuberculosis incidence rates in people who are HIV-positive
- Tuberculosis mortality rates
Unemployment
Urbanization
- Access to electricity, urban vs. rural
- City population
- Do more people live in urban or rural areas?
- Employment in agriculture vs. urban population
- GDP per capita vs population density
- 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
- Share of people living in urban agglomerations of more than 1 million
- Share of people living in urban areasUN
- 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 (with projections)
- Urban and rural populations in the United StatesUS Census Bureau
- Urban area over the long-termHYDE
- Urban land area
- Urban population living in slums
- Urban population vs. GDP per capita
- Urbanization over the past 500 yearsHistorical sources & UN
Vaccination
- Availability of flu vaccines
- Child mortality vs share of children immunized against diphtheria, pertussis, and tetanus
- Confidence in the effectiveness of vaccines vs perception of importance
- Deaths caused by vaccine-preventable diseases
- Estimated annual deaths that could be averted by pneumococcal vaccination
- Flu vaccination coverage in older peopleWHO/UNICEF
- Flu vaccination coverage in the over-65'sOECD
- GAVI supported countries
- Global number of reported smallpox cases
- Measles vaccine coverage worldwide vs. measles cases worldwide
- National policy on flu vaccination for older people
- Number of one-year-olds
- Number of one-year-olds who are not vaccinated against Haemophilus influenzae type B
- Number of one-year-olds who are not vaccinated against Streptococcus pneumoniae
- Number of one-year-olds who are not vaccinated against diphtheria, pertussis and tetanus
- Number of one-year-olds who are not vaccinated against hepatitis B
- Number of one-year-olds who are not vaccinated against measles
- Number of one-year-olds who are not vaccinated against polio
- Number of one-year-olds who are not vaccinated against rotavirus
- Number of one-year-olds who are not vaccinated against rubella
- Number of one-year-olds who are not vaccinated against tuberculosis
- Number of one-year-olds who are not vaccinated against yellow fever
- Number of one-year-olds who have not received the inactivated polio vaccine
- Number of one-year-olds who have received different vaccinations
- Prevalence of measles in children vs. share of people who disagree vaccines are effective
- Rate of reported cases and deaths from measles in the USA
- Reported cases and deaths of measles
- Reported cases of measles
- Rotavirus deaths prevented by vaccination
- Rotavirus deaths that are preventable in children under five
- Share of adolescent girls vaccinated against the human papillomavirus
- Share of children vaccinated against measles vs. against diphtheria, tetanus, and pertussis
- Share of one-year-olds vaccinated against Haemophilus influenzae type B
- Share of one-year-olds vaccinated against diphtheria, pertussis, and tetanus
- Share of one-year-olds vaccinated against hepatitis B
- Share of one-year-olds vaccinated against measles
- Share of one-year-olds vaccinated against rotavirus
- Share of one-year-olds vaccinated against rubella
- Share of one-year-olds vaccinated against tuberculosis
- Share of one-year-olds vaccinated against yellow fever
- Share of one-year-olds who are vaccinated against polio
- Share of one-year-olds who received the inactivated polio vaccine
- Share that agrees that vaccines are important for children to haveWellcome Trust
- Share that agrees that vaccines are safeWellcome Trust
- 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
- Share that disagrees that vaccines are important for children to have
- Share that disagrees that vaccines are important for children to haveWellcome Trust
- Share that disagrees that vaccines are safe
- Share that disagrees that vaccines are safeWellcome Trust
- Share that neither agrees nor disagrees that vaccines are effectiveWellcome Trust
- Share that neither agrees nor disagrees that vaccines are important for children to haveWellcome Trust
- Share that neither agrees nor disagrees vaccines are safeWellcome Trust
- 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 against DTP vs. perception of the safety of vaccines
- Vaccination against measles vs. share who think vaccines are unsafe
- Vaccination coverage
- Vaccination coverage against diphtheria, tetanus, and pertussis (DTP3) vs. GDP per capita
- Vaccination coverage by income
- Vaccination coverage vs. share in extreme poverty
- Which countries include Haemophilus influenzae B (Hib) vaccines in their vaccination schedules?
- Which countries include MCV2 vaccines in their vaccination schedules?
- Which countries include hepatitis B birth dose vaccines in their vaccination schedules?
- Which countries include hepatitis B vaccines in their vaccination schedules?
- Which countries include human papillomavirus (HPV) vaccines in their vaccination schedules?
- Which countries include inactivated poliovirus (IPV) vaccines in their vaccination schedules?
- Which countries include mumps vaccines in their vaccination schedules?
- Which countries include pneumococcal conjugate vaccines (PCV) in their vaccination schedules?
- Which countries include rotavirus vaccines in their vaccination schedules?
- Which countries include rubella vaccines in their vaccination schedules?
Values
Violence against & Rights for Children
- Average weekly working hours of children
- Child homicide rateUNICEF
- Child marriage prohibited or invalidated
- 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
- Girls who report having been victims of sexual abuse
- 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
- Prevalence of female genital mutilation
- Rate of violent victimizations at school, US
- Share of children aged 5-17 years engaged in laborScatterplot by gender
- Share of children aged 5-17 years engaged in labor
- 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 to 24 years who were married by age 15
- Share of women aged 20-24 who were married before 18
- 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 and Peace
- Death rate from conflict and terrorismIHME, crude
- Death rate from conflict and terrorismIHME, age-standardized
- Death rate in conflicts
- Death rate in conflicts by source
- Death rate in state-based conflicts by conflict type
- Death rates from violence in state societies
- Deaths from conflict and terrorismIHME, GBD
- Deaths in conflicts
- Deaths in conflicts by source
- Deaths in state-based conflicts by conflict type
- Deaths in state-based conflicts by world region
- Deaths in state-based conflicts by world regionUCDP since 1989
- Non-state and state-based conflicts
- Number of active United Nations peacekeeping missions
- Share of deaths from violence at prehistoric archaelogical sites
- Share of deaths from violence in non-state societies
- Share of deaths from violence in state societies
- State-based conflicts
- United Nations peacekeepers on active missions
- United Nations peacekeepers on active missions by type
Waste
- Electronic waste recycling rate
- Food waste per capita
- Global plastic waste by disposal
- Hazardous waste generated per capita
- Mismanaged plastic waste
- Mismanaged plastic waste per capita
- Most common items of waste in the ocean by region
- Municipal waste recycled
- Municipal waste recycling rate
- Plastic waste emitted to the ocean
- Plastic waste emitted to the ocean per capita
- Plastic waste generation
- Plastic waste generation per person
- Proportion of population served by municipal waste collection
- Recycling rates of glass
- Recycling rates of paper and cardboard
- Share of global mismanaged plastic waste
- Total waste generation
- Treatment of hazardous waste
- What are the most common items of waste found in rivers and oceans?
- What items of waste do we find in rivers and the ocean?
Water Quality in Rivers and Oceans
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
- Death rate attributable to unsafe water, sanitation, and hygiene
- Death rate from unsafe water sourcesIHME, age-standardized
- Death rate 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
- 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 safe drinking water
- 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 and sanitation management
- Share of deaths attributed to unsafe water sources
- Share of domestic wastewater flows that are safely treated
- Share of industrial wastewater flows that are treated
- Share of population using at least basic drinking water source
- Share of the population using at least basic water services
- Share of the population using safely managed drinking water
- Share of the population with access to basic services
- Share of the population with access to drinking water facilities
- Share of the population without access to an improved water source
- Share of the rural population using at least basic water services
- Share of urban population using at least basic water services
- 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 meter of freshwater withdrawal
- Water withdrawals per capita
Wealth Inequality
- Income inequality: Gini coefficient (after tax)Chartbook of Economic Inequality
- Wealth share of the richest 1%WID
- Wealth share of the richest 10%WID
Weapons
Women in Politics
- Countries by share of women in parliament
- Countries in which a woman is government's chief executive
- Countries in which a woman is head of government
- Countries in which a woman is head of state
- Distribution of women's political empowerment index
- Distribution of women's share in parliament
- Distribution of women's share in parliamentweighted by population
- People living in countries in which a woman is government's chief executive
- People living in countries in which a woman is head of government
- People living in countries in which a woman is head of state
- Representation of women in the judiciary
- Representation of women in the lower chamber of parliament
- Representation of women in the upper chamber of parliament
- Share of women in local government
- Share of women in ministerial positions
- Share of women in parliamentIPU
- Share of women in parliamentV-Dem
- Woman is government's chief executive
- Woman is head of government
- Woman is head of state
- Women's civil liberties index
- Women's civil liberties indexweighted by population
- Women's civil society participation index
- Women's civil society participation indexweighted by population
- Women's political empowerment index
- Women's political empowerment indexweighted by population
- Women's political empowerment index vs. electoral democracy index
- Women's political participation indexweighted by population
- Women's universal right to voteLexical Index
Women’s Rights
- A woman has the same rights to remarry as a man
- Average age at marriage, women
- Child marriage prohibited or invalidated
- Countries by share of women in parliament
- Countries in which a woman is government's chief executive
- Countries in which a woman is head of government
- Countries in which a woman is head of state
- Criminal penalties or civil remedies exist for sexual harassment in employment
- Days of paid maternity leave
- Dismissal of pregnant workers prohibited
- Distribution of women's political empowerment index
- Distribution of women's share in parliament
- Distribution of women's share in parliamentweighted by population
- Employment discrimination based on gender prohibited
- Exceptions to the legal age of marriage
- Gender discrimination in credit access prohibited
- Law mandates equal remuneration for females and males for work of equal value
- Legal age of marriage for girls
- Legislation addressing domestic violence specifically
- Legislation establishes clear criminal penalties for domestic violence
- Legislation on sexual harassment in employment
- Legislation that specifically addresses sexual harassment
- Male and female surviving spouses have equal rights to inherit assets
- Married couples jointly share legal responsibility for financially maintaining the family’s expenses
- Married women are required by law to obey their husbands
- Married women can legally confer citizenship to their children in the same way as married men
- Married women can legally confer their citizenship to a non-national spouse in the same way as married men
- Men and married women have equal ownership rights to property
- Paid leave is available to fathers
- Paid leave of at least 14 weeks available to mothers
- Paid parental leave
- Penalties for authorizing or entering into child or early marriage
- Pension benefits account for periods of absence due to childcare
- People living in countries in which a woman is government's chief executive
- People living in countries in which a woman is head of government
- People living in countries in which a woman is head of state
- Presence of a specialized court or procedure for cases of domestic violence
- Prevalence of female genital mutilation
- Representation of women in the lower chamber of parliament
- Representation of women in the upper chamber of parliament
- Retirement age with full pension benefits same for women and men
- Share of day women spend on unpaid domestic and care work
- Share of firms with a female top manager
- Share of population subjected to sexual violence, male vs female
- Share of senior and middle management positions filled by women
- Share of the population subjected to physical violence, male vs female
- Share of women aged 20 to 24 years who were married by age 15
- Share of women in local government
- Share of women in ministerial positions
- Share of women in parliamentIPU
- Share of women in parliamentV-Dem
- Share of women using modern contraceptive methods
- Share of women who believe a husband is justified in beating his wife
- Share of women who experienced violence by an intimate partner
- Share of women who experienced violence by an intimate partnerIHME
- Share of women who experienced violence from an intimate partnerUnited Nations
- Share of women who make their own informed health care decisions
- 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 women who experienced any form of sexual violence before reaching the age of 18
- Sons and daughters have equal rights to inherit assets from their parents
- Spouses have equal legal administrative authority over assets during marriage
- Unadjusted gender gap in median earnings
- Unmarried women can legally confer citizenship to their children in the same way as married men
- Unmet need for contraception among married women of reproductive age
- Woman is government's chief executive
- Woman is head of government
- Woman is head of state
- Women and men's testimony carries the same evidentiary weight in court
- Women can apply for a passport in the same way as men
- Women can be head of household in the same way as men
- Women can choose where to live in the same way as men
- Women can obtain a judgment of divorce in the same way as men
- Women can obtain a national identity card in the same way as married men
- Women can open a bank account in the same way as men
- Women can sign a contract in the same way as men
- Women can take the same jobs as men
- Women can travel outside the country in the same way as men
- Women can travel outside their home in the same way as men
- Women can work at night in the same way as men
- Women can work in a job deemed dangerous in the same way as men
- Women can work in an industrial job in the same way as men
- Women participating in decisionmaking vs. children per woman
- Women who make their own informed decisions regarding sexual relations, contraceptive use and reproductive health care
- Women's civil liberties index
- Women's civil liberties indexweighted by population
- Women's civil society participation index
- Women's civil society participation indexweighted by population
- Women's political empowerment index
- Women's political empowerment indexweighted by population
- Women's political empowerment index vs. electoral democracy index
- Women's political participation indexweighted by population
- Women's universal right to voteLexical Index
- Women, Business and the Law Index
Work Conditions & Safety
Working Hours
- Annual working hours per worker
- Annual working hours per worker, various sources
- 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 effective age of retirement for women
- 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 vs. GDP per capita
- Hours spent in market and non-market work per week, by sex, United States
- Participation time in employment per day
- Productivity: output 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
- Weekly hours dedicated to home production in US, by gender
- Weekly hours worked by age group, United States
- Weekly working hours
- Weekly working hours vs. hourly wage, by wage decilePaid and self-employment
- Weekly working hours vs. hourly wage, by wage decilePaid employment only