Singapore

Below are all indicators in our database for which this country has a value.

Above-ground biomass in forest per hectare
(2020)
Absolute annual change in primary energy consumption
(2021)
Absolute number of deaths from ambient particulate air pollution
(2015)
Acute care beds per 1,000 people
(2017)
Adjusted net saving (current US dollars)
(2019)
Adjusted net savings per capita
(2019)
Adolescent birth rate, 10-14 year olds
(2019)
Adolescent birth rate, 15-19 year olds
(2019)
Adult literacy rate
(2019)
Age dependency ratio
(2021)
Agricultural land per capita
(2020)
Agricultural land use
(2020)
Agricultural value added per worker
(2019)
Agriculture orientation index for government expenditures
(2021)
Air passengers carried
(2020)
Air passengers carried
(2020)
Air pollution deaths as percentage of global disease burden
(2019)
Air pollution deaths from fossil fuels
(2015)
Air transport, freight (ton-km)
(2020)
Alcohol and drug use disorders as a share of total disease burden
(2019)
Annual CO2 emissions from land-use change per capita
(2021)
Annual CO₂ emissions
(2021)
Annual CO₂ emissions from cement
(2021)
Annual CO₂ emissions from coal
(2021)
Annual CO₂ emissions from flaring
(2021)
Annual CO₂ emissions from gas
(2021)
Annual CO₂ emissions from land-use change
(2021)
Annual CO₂ emissions from oil
(2021)
Annual CO₂ emissions including land-use change
(2021)
Annual articles published in scientific and technical journals
(2018)
Annual articles published in scientific and technical journals per million people
(2018)
Annual change in coal energy consumption
(2021)
Annual change in forest areain %
(2020)
Annual change in forest areain hectares
(2015)
Annual change in forest area as a share of forest area
(2015)
Annual change in fossil fuel consumption
(2021)
Annual change in gas consumption
(2021)
Annual change in hydropower generation
(2020)
Annual change in low-carbon energy generation
(2020)
Annual change in nuclear energy generation
(2020)
Annual change in oil consumption
(2021)
Annual change in primary energy consumption
(2021)
Annual change in renewable energy generation
(2020)
Annual change in solar energy generation
(2021)
Annual change in wind energy generation
(2021)
Annual deforestation as a share of forest area
(2015)
Annual freshwater withdrawals
(2017)
Annual growth of GDP per capita
(2020)
Annual inflation of consumer prices
(2021)
Annual new cases of HIV
(2020)
Annual new cases of neonatal tetanus per million people
(2018)
Annual number of newly-funded artificial intelligence companies
(2021)
Annual number of objects launched into space
(2022)
Annual patent applications
(2020)
Annual patent applications per million people
(2020)
Annual patents filed for carbon capture and storage technologies
(2020)
Annual patents filed in sustainable energy
(2020)
Annual percentage change in CO₂ emissions
(2021)
Annual percentage change in coal energy consumption
(2021)
Annual percentage change in fossil fuel consumption
(2021)
Annual percentage change in gas consumption
(2021)
Annual percentage change in low-carbon energy generation
(2021)
Annual percentage change in oil consumption
(2021)
Annual percentage change in renewable energy generation
(2021)
Annual percentage change in solar energy generation
(2021)
Annual private investment in artificial intelligence
(2021)
Annual share of global CO₂ emissions
(2021)
Annual working hours per worker
(2017)
Aquaculture production
(2018)
Arable land needed to produce a fixed quantity of crops
(2020)
Arable land use per person
(2018)
Armed forces personnel
(2019)
Armed forces personnel as a share of the total labor force
(2019)
Armed forces personnel as a share of total population
(2018)
Automated teller machines (ATMs)
(2020)
Average childbearing age
(2015)
Average score for 4th graders on the TIMSS science assessment
(2015)
Average years of schooling for men
(2014)
Average years of schooling for women
(2014)
Banana production
(2021)
Basic state functionsBTI
(2021)
Beef production
(2021)
Beer consumption per person
(2019)
Birth rateUnited Nations
(2021)
Burden of diseaseIHME, age-standardized
(2019)
Burden of disease from anxiety disorders
(2019)
Burden of disease from bipolar disorder
(2019)
Burden of disease from depressive disorders
(2019)
Burden of disease from eating disorders
(2019)
Burden of disease from schizophrenia
(2019)
CO₂ emissions embedded in global trade
(2020)
CO₂ emissions embedded in trade
(2020)
CO₂ emissions from aviation
(2018)
CO₂ emissions from domestic air travel
(2018)
Cancer incidence
(2017)
Capture fishery production
(2018)
Carbon emission intensity of economies
(2018)
Carbon intensity of electricity
(2021)
Carbon intensity of energy production
(2021)
Cassava production
(2021)
Cassava yields
(2021)
Cattle meat per animal
(2021)
Central government expenditure as share of GDP
(2019)
Change in the consumption of ozone-depleting substances
(2021)
Chicken meat production
(2021)
Chicken meat yield per animal
(2021)
Child dependency ratio – the ratio between under-19-year-olds and 20-to-69-year-olds
(2021)
Child mortalityLong-run data; Gapminder & UN IGME
(2016)
Child mortality by income level of country
(2020)
Child mortality rateIHME, GBD
(2019)
Child mortality rateLine chart
(2020)
Child mortality rateUN (from 1950)
(2021)
Child mortality rateWith SDG Target
(2020)
Civil libertiesFreedom House, rating
(2021)
Civil libertiesFreedom House, score
(2021)
Civil libertiesEIU
(2022)
Civil rightsBTI
(2021)
Coal consumption
(2021)
Coal productionLong-run series
(2016)
Coal production per capita
(2016)
Commercial bank branches
(2020)
Competitive electionsLexical Index
(2021)
Competitiveness of executive recruitmentPolity
(2018)
Competitiveness of political participationPolity
(2018)
Completion rate of lower secondary education
(2019)
Condom use among men who have sex with men
(2016)
Constraints on the executivePolity
(2018)
Consumption of ozone-depleting substances
(2021)
Consumption-based CO₂ emissions
(2020)
Consumption-based carbon intensity
(2018)
Contribution to global mean surface temperature rise
(2021)
Corruption Perception Index
(2018)
Cost of a calorie sufficient diet
(2017)
Cost of a calorie sufficient diet as a share of average food expenditure
(2017)
Cost of a healthy diet
(2020)
Cost of a healthy diet as a share of average expenditure on food
(2017)
Cost of a nutrient adequate diet
(2017)
Cost of a nutrient adequate diet as a share of average food expenditure
(2017)
Countries where women have fewer children than in the USUN
(2021)
Country position on nuclear weapons
(2022)
Coverage by protected areas of important sites for mountain biodiversity
(2021)
Coverage of essential health servicesIHME
(2021)
Critical care beds per 1,000 people
(2017)
Crude death rate: the share of the population that dies per year
(2021)
Cumulative CO₂ emissions
(2021)
Cumulative CO₂ emissions from cement
(2021)
Cumulative CO₂ emissions from coal
(2021)
Cumulative CO₂ emissions from flaring
(2021)
Cumulative CO₂ emissions from gas
(2021)
Cumulative CO₂ emissions from land-use change
(2021)
Cumulative CO₂ emissions from oil
(2021)
Cumulative CO₂ emissions including land-use change
(2021)
Cumulative number of AI-related bills passed into law since 2016
(2021)
Cumulative number of objects launched into space
(2019)
DALY rates from communicable, neonatal, maternal & nutritional diseases
(2019)
DALY rates from injuries
(2019)
DALY rates from non-communicable diseases (NCDs)
(2019)
Days of paid maternity leave
(2021)
Death rate from Alzheimer'sIHME, age-standardized
(2019)
Death rate from HIV/AIDSIHME, age-standardized
(2019)
Death rate from HIV/AIDSIHME, crude
(2019)
Death rate from HIV/AIDSWHO
(2019)
Death rate from air pollution
(2019)
Death rate from air pollution
(2019)
Death rate from alcohol and drug use disorders
(2019)
Death rate from alcohol use disordersIHME, age-standardized
(2019)
Death rate from alcohol use disordersIHME, crude
(2019)
Death rate from ambient particulate air pollutionAge-standardized
(2019)
Death rate from amphetamine overdosesIHME, age-standardized
(2019)
Death rate from amphetamine overdosesWHO
(2019)
Death rate from cancerIHME, age-standardized
(2019)
Death rate from cardiovascular diseaseIHME, age-standardized
(2019)
Death rate from chronic respiratory diseasesIHME, age-standardized
(2019)
Death rate from cocaine overdosesIHME, age-standardized
(2019)
Death rate from cocaine overdosesWHO
(2019)
Death rate from conflict and terrorismIHME, crude
(2019)
Death rate from conflict and terrorismIHME, age-standardized
(2019)
Death rate from diabetesIHME, age-standardized
(2019)
Death rate from diabetesIHME, crude
(2019)
Death rate from diabetesWHO
(2019)
Death rate from diarrheal diseasesIHME, age-standardized
(2019)
Death rate from diarrheal diseasesIHME, crude
(2019)
Death rate from diarrheal diseasesWHO
(2019)
Death rate from drowningIHME, age-standardized
(2019)
Death rate from drowningIHME, crude
(2019)
Death rate from drowningWHO
(2019)
Death rate from drug useIHME, age-standardized
(2019)
Death rate from drug useIHME
(2019)
Death rate from drug use disordersIHME, age-standardized
(2019)
Death rate from drug use disordersIHME
(2019)
Death rate from drug use disordersWHO
(2019)
Death rate from eating disorders
(2019)
Death rate from fires and burnsIHME, age-standardized
(2019)
Death rate from indoor air pollutionAge-standardized
(2019)
Death rate from infectious diseasesIHME, age-standardized
(2019)
Death rate from lead exposure
(2019)
Death rate from malariaWHO, GHO data
(2020)
Death rate from malariaIHME data
(2019)
Death rate from malariaWHO, Global Health Estimates
(2019)
Death rate from malnutritionIHME, age-standardized
(2019)
Death rate from meningitisIHME, age-standardized
(2019)
Death rate from meningitisIHME, crude
(2019)
Death rate from meningitisWHO
(2019)
Death rate from mental health and substance use disordersIHME
(2017)
Death rate from mental health and substance use disordersWHO
(2019)
Death rate from neonatal preterm birth complication
(2019)
Death rate from obesityIHME, age-standardized
(2019)
Death rate from opioid overdosesIHME, age-standardized
(2019)
Death rate from opioid overdosesWHO
(2019)
Death rate from ozone pollutionage-standardized
(2019)
Death rate from ozone pollution
(2019)
Death rate from pneumonia in children
(2019)
Death rate from road incidents
(2019)
Death rate from road injuriesIHME, age-standardized
(2019)
Death rate from smokingIHME, age-standardized
(2019)
Death rate from strokeIHME, age-standardized
(2019)
Death rate from tuberculosisIHME, age-standardized
(2019)
Death rate from tuberculosisIHME, crude
(2019)
Death rate from tuberculosisWHO
(2019)
Death rate from tuberculosis among HIV-negative peopleWHO GHO data
(2020)
Death rate from unintentional poisoning
(2019)
Death rate from unsafe sanitationIHME, age-standardized
(2019)
Death rate from unsafe water sourcesIHME, age-standardized
(2019)
Death rate from venomous animal contact
(2019)
Death rates from alcohol use disorders
(2019)
Deaths due to alcohol use
(2019)
Deaths from air pollution
(2019)
Deaths from alcohol and drug use disorders
(2019)
Deaths from alcohol use disordersIHME
(2019)
Deaths from alcohol use disordersWHO
(2019)
Deaths from cardiovascular diseaseIHME
(2019)
Deaths from cardiovascular diseaseWHO
(2019)
Deaths from chronic respiratory diseases
(2019)
Deaths from conflict and terrorismIHME, GBD
(2019)
Deaths from diarrheal diseasesIHME
(2019)
Deaths from diarrheal diseasesWHO
(2019)
Deaths from drug useIHME
(2019)
Deaths from drug use disorders
(2019)
Deaths from drug use disordersWHO
(2019)
Deaths from indoor air pollution
(2019)
Deaths from meningitisIHME
(2019)
Deaths from meningitisWHO
(2019)
Deaths from mental health and substance use disordersIHME
(2017)
Deaths from mental health and substance use disordersWHO
(2019)
Deaths from natural disasters as a share of total deaths
(2019)
Deaths from outdoor air pollution
(2019)
Deaths from ozone pollution
(2019)
Deaths from road injuriesIHME
(2019)
Deaths from road injuriesWHO
(2019)
Deaths of children younger than 15 years
(2020)
DemocracyPolity
(2018)
DemocracyEIU
(2022)
Democratic cultureEIU
(2022)
Democratic electoral institutionsFreedom House
(2021)
Democratic featuresBTI
(2021)
Dentistry personnel per 10,000 population
(2018)
Differences in life expectancy are more regional than national
(2020)
Direct popular votingV-Dem
(2022)
Disease burden from lead exposure
(2019)
Disease burden from mental and neurodevelopmental disorders
(2019)
Disease burden from particulate pollution
(2019)
Disease burden rates from cancers
(2019)
Domestic food price volatility index
(2014)
Drowning death rate – children under the age of 5
(2019)
Duration of compulsory education
(2016)
Duration of marriages ending in divorce
(2019)
Duration of pre-primary education
(2016)
Effective power to governBTI
(2021)
Egg production
(2021)
Eggs per bird
(2021)
Elected political leaders
(2022)
Elections for government's chief executiveLexical Index
(2021)
Elections for legislatureLexical Index
(2021)
Electoral democracyLexical Index
(2021)
Electoral democracyRegimes of the World
(2022)
Electoral pluralismEIU
(2022)
Electricity access
(2020)
Electricity demand
(2021)
Electricity generation
(2021)
Electricity generation from coal
(2021)
Electricity generation from fossil fuels
(2021)
Electricity generation from gas
(2021)
Electricity generation from low-carbon sources
(2021)
Electricity generation from oil
(2021)
Emissions-weighted carbon price in emissions trading systems
(2020)
Energy imports and exports
(2014)
Energy intensity
(2018)
Energy intensity of economies
(2019)
Energy use per person
(2021)
Estimated number of deaths from malariaWHO GHO data
(2020)
Estimated tuberculosis-related deaths among people living with HIV
(2016)
Ethnic intra-state conflict about national government ongoing
(2020)
Ethnic intra-state conflict about territory ongoing
(2020)
Ethnic intra-state conflict ongoing
(2020)
Excess phosphorous from croplands
(2014)
Excess phosphorous per hectare of cropland
(2014)
Expected years of living with disability or disease burden
(2016)
Expected years of schooling
(2021)
Exported deforestation
(2013)
Exposure to air pollution with fine particulate matter
(2017)
Fatal occupational injury rates
(2020)
Female employment-to-population ratioNational estimates
(2020)
Female employment-to-population ratioModeled estimates
(2021)
Female homicide rateUNODC
(2020)
Female labor force participation rates
(2021)
Fertility rate: children per womanGapminder
(2023)
Fertility rate: children per womanUN
(2021)
Fertility rate: children per womanWorld Bank
(2020)
Fertility rate: children per woman over the long-term
(2023)
Fertilizer application rates over the long-run
(2014)
Fertilizer use per hectare of arable landLine chart
(2018)
Foreign direct investment, net inflows as share of GDP
(2020)
Foreign direct investment, net outflows as share of GDP
(2020)
Forest area
(2020)
Forest area certified under an independently verified certification scheme
(2021)
Fossil fuel consumptionBy country
(2021)
Fossil fuel consumption per capita
(2021)
Fossil-fuel subsidies
(2020)
Fossil-fuel subsidies as a share of GDP
(2020)
Fossil-fuel subsidies per capita
(2020)
Free and fair electionsBTI
(2021)
Freedom of associationBTI
(2021)
Freedom of expressionBTI
(2021)
Freshwater withdrawals as a share of internal resources
(2019)
Functioning governmentEIU
(2022)
Future life expectancy projections
(2023)
GDP from tourism as a share of total GDP
(2015)
GDP in British pounds
(2014)
GDP per capitaPenn World Table
(2019)
GDP per capita2017 Int-$
(2020)
GDP per capita2015 US-$
(2020)
GDP per capitaMaddison Project Database
(2018)
GDP per person employed
(2020)
GDP price levels relative to the US
(2020)
Gap to reach the target share of people receiving antiretroviral therapy
(2016)
Gas consumption
(2021)
Gas production
(2016)
Gender Inequality Index
(2021)
Global meat demand if everyone ate like the average citizen of...
(2021)
Global warming: Contributions to the change in global mean surface temperature
(2021)
Government expenditure on primary education as share of GDP
(2013)
Government expenditure on secondary education as share of GDP
(2013)
Government revenue as a share of GDP
(2019)
Government revenue as a share of GDP
(2020)
Greenhouse gas emissions
(2021)
Greenhouse gas emissions from food systems
(2015)
Gross domestic product (GDP)World Bank
(2020)
Growth rate of real GDP per employed person
(2021)
HIV expenditure on prevention and treatment
(2014)
Has country already reached SDG target for access to sanitation?
(2020)
Has country already reached SDG target on child mortality?
(2020)
Has country already reached SDG target on clean cooking fuels?
(2020)
Has country already reached SDG target on electricity access?
(2020)
Has country already reached SDG target on improved water access?
(2020)
Has country already reached SDG target on maternal mortality?
(2017)
Has country already reached SDG target on neonatal mortality?
(2020)
Hazardous waste generated per capita
(2019)
Health spending as a share of total government expenditure
(2019)
Healthcare Access and Quality Index
(2015)
Hepatitis death rate
(2019)
Historical Index of Human Development
(2015)
Homicide rateUNODC
(2020)
Homicide rateIHME
(2019)
Homicide rateIHME, age-standardized
(2019)
Homicide rateWHO-GHE
(2019)
Homicide rateWHO Mortality Database
(2020)
Homicide rateWHO Mortality Database, Age-standardized
(2020)
Homicides of menUNODC
(2020)
Homicides of womenUNODC
(2020)
Hospital beds per 1,000 people
(2017)
Human Development Index
(2021)
Hydropower generation
(2021)
Imported deforestation
(2013)
Imported or exported CO₂ emissions per capita
(2020)
Imports of goods and services
(2020)
Incidence of HIV per 1,000 uninfected adults
(2020)
Incidence of tuberculosisWHO
(2020)
Indicator of food price anomalies
(2020)
Industrial water as a share of total water withdrawals
(2017)
Industry employment as a share of total employment
(2017)
Inequality of incomes
(2015)
Infant mortality rateUN IGME
(2020)
Infant mortality rateIHME
(2019)
International tourist arrivals
(2020)
International tourist departures per 1000 people
(2017)
LGBT+ rights index
(2019)
Labor share of gross domestic product
(2019)
Landline Internet subscriptions
(2020)
Landline Internet subscriptions per 100 people
(2020)
Landline phone subscriptions
(2020)
Landline phone subscriptions per 100 people
(2020)
Lettuce yields
(2021)
Liberal democracyRegimes of the World
(2022)
Life expectancy
(2021)
Life expectancyWorld Bank data
(2020)
Life expectancyUN historical estimates
(2021)
Life expectancy at age 15
(2023)
Literacy rate in adult men
(2019)
Literacy rate in adult women
(2019)
Low-carbon electricity generation per capita
(2021)
Low-carbon energy consumption
(2020)
Lung cancer death rates in males
(2020)
MDG4.A: Child mortality rate
(2020)
MDG5.A: Maternal mortality ratio
(2017)
Maize: Attainable crop yields
(2018)
Malaria mortality in children
(2019)
Male homicide rateUNODC
(2020)
Male-to-female ratio of suicide rateIHME data
(2017)
Male-to-female ratio of suicide rateWHO data
(2019)
Malnutrition: Number of children who are stuntedIHME
(2016)
Malnutrition: Number of children who are wastedIHME
(2016)
Malnutrition: Share of children who are stuntedIHME
(2021)
Manufacturing's value added to GDP
(2020)
Maternal mortality ratioWorld Bank
(2017)
Maternal mortality ratio
(2017)
Maternal mortality ratioWith SDG Target
(2017)
Maternal mortality ratioIHME
(2021)
Maternal mortality ratioWHO GHO data
(2017)
Mean body mass index (BMI) in men
(2016)
Mean body mass index (BMI) in women
(2016)
Meat production
(2021)
Medical doctors per 1,000 people
(2016)
Men's universal right to voteLexical Index
(2021)
Meningitis death rate in children
(2019)
Mental disorders as a share of total disease burden
(2019)
Methane emissions
(2021)
Military expenditure
(2020)
Military expenditure as a share of GDPSIPRI
(2020)
Military expenditure as a share of GDP
(2016)
Military expenditure per capita
(2020)
Military personnelCorrelates of War
(2016)
Military personnel as a share of total population
(2016)
Minimum daily requirement of calories
(2021)
Mobile phone subscriptions
(2020)
Mobile phone subscriptions per 100 people
(2020)
Monitoring of the economic and environmental aspects of tourism
(2020)
Mortality from non-communicable diseases
(2019)
Mortality rate attributable to unsafe water, sanitation, and hygiene
(2019)
Municipal waste recycled
(2019)
Municipal water as a share of total water withdrawals
(2017)
National GDP
(2019)
National average learning outcomesAltinok, Angrist, Patrinos (2018)
(2015)
National policy on flu vaccination for older people
(2018)
Natural gas consumption per capita
(2021)
Neonatal mortality rateUN IGME
(2020)
Neonatal mortality rateWith SDG Target
(2020)
Net electricity imports
(2021)
Net enrollment rate, pre-primary, both sexes
(2019)
Nitrogen inputs per hectare of cropland
(2014)
Nitrous oxide emissions
(2021)
Non-fatal occupational injury rates
(2020)
Nuclear power generation
(2021)
Number of R&D researchers per million people
(2017)
Number of acute care beds
(2017)
Number of air travel trips per capita
(2019)
Number of cattle
(2021)
Number of child deathsUN/World Bank
(2020)
Number of child deaths from malaria
(2019)
Number of children per who died before they were five years old per woman
(2016)
Number of deaths from HIV/AIDSIHME
(2019)
Number of deaths from HIV/AIDSWHO GHO
(2020)
Number of deaths from eating disorders
(2019)
Number of deaths from malariaIHME
(2019)
Number of deaths from malariaWHO GHO
(2020)
Number of deaths from malariaWHO GHE
(2019)
Number of deaths from pneumonia in children under 5
(2019)
Number of deaths from tetanus
(2019)
Number of deaths from tuberculosisIHME
(2019)
Number of ethnic groups in power
(2020)
Number of executions
(2016)
Number of homicidesIHME
(2019)
Number of homicidesWHO-GHE
(2019)
Number of homicidesUNODC
(2020)
Number of homicidesWHO Mortality Database
(2020)
Number of hospital beds
(2015)
Number of infant deathsUN via World Bank
(2020)
Number of maternal deathsWHO
(2017)
Number of maternal deathsIHME
(2016)
Number of neonatal deathsIHME
(2019)
Number of new HIV infectionsUNAIDS
(2020)
Number of new HIV infectionsWHO
(2021)
Number of new HIV infections per 1,000 uninfected population
(2020)
Number of one-year-olds are not vaccinated against measles
(2021)
Number of one-year-olds who are not vaccinated against Haemophilus influenzae type B
(2021)
Number of one-year-olds who are not vaccinated against Streptococcus pneumoniae
(2021)
Number of one-year-olds who are not vaccinated against diphtheria, pertussis and tetanus
(2021)
Number of one-year-olds who are not vaccinated against hepatitis B
(2021)
Number of one-year-olds who are not vaccinated against polio
(2021)
Number of one-year-olds who are not vaccinated against rubella
(2021)
Number of one-year-olds who are not vaccinated against tuberculosis
(2021)
Number of one-year-olds who have not received the inactivated polio vaccine
(2021)
Number of people employed in agriculture
(2019)
Number of people requiring interventions against neglected tropical diseases
(2020)
Number of people using at least basic sanitation facilities
(2015)
Number of people using the Internet
(2020)
Number of people who are moderately or severely food insecure
(2020)
Number of people who are severely food insecure
(2020)
Number of people with access to at least basic drinking water
(2015)
Number of people with access to electricity
(2019)
Number of people with anxiety disordersby country
(2019)
Number of people with bipolar disorderBy country
(2019)
Number of people with cancer
(2017)
Number of people with depressive disorders
(2019)
Number of people with drug use disorders
(2019)
Number of people with eating disorders
(2019)
Number of people with schizophreniaBy country
(2019)
Number of people without access to an improved water source
(2020)
Number of people without access to clean fuels for cooking
(2016)
Number of people without access to electricityBy country
(2019)
Number of people without access to improved sanitation
(2020)
Number of people without access to safe drinking water
(2020)
Number of pigs
(2021)
Number of politically-marginalized ethnic groups
(2020)
Number of politically-relevant ethnic groups
(2020)
Number of poultry birds
(2021)
Number of premature deaths from lead exposure
(2019)
Number of refugees per 100,000 population
(2021)
Number of seized rhino horns and pieces
(2018)
Number of suicide from firearms
(2019)
Number of suicidesIHME data
(2019)
Number of suicidesWHO data
(2019)
Number of tuberculosis cases
(2020)
Number of youth deaths
(2020)
Number with an alcohol use disorder
(2019)
Nurses and midwives per 1,000 people
(2017)
Official entrance age to compulsory education
(2014)
Official entrance age to pre-primary education
(2016)
Oil consumption
(2021)
Oil consumption per capita
(2021)
Oil production
(2016)
Oil production per capita
(2016)
Old-age dependency ratio
(2021)
Openness of executive recruitmentPolity
(2018)
Out-of-pocket expenditure per capita on healthcare
(2019)
Outdoor air pollution death rate
(2019)
Ozone (O₃) concentration
(2015)
PIAAC: Mean adult numeracy proficiency
(2015)
PIRLS reading assessment: Average score for fourth graders
(2016)
PISA test score: Mean performance on the mathematics scale
(2015)
PISA test score: Mean performance on the reading scale
(2015)
PISA test score: Mean performance on the science scale
(2015)
Per capita CO2 emissions from cement
(2021)
Per capita CO2 emissions from coal
(2021)
Per capita CO2 emissions from flaring
(2021)
Per capita CO2 emissions from gas
(2021)
Per capita CO2 emissions from oil
(2021)
Per capita CO₂ emissions
(2021)
Per capita CO₂ emissions from aviation
(2018)
Per capita CO₂ emissions from aviation, tourism-adjusted
(2018)
Per capita CO₂ emissions from domestic aviation
(2018)
Per capita CO₂ emissions from international aviation
(2018)
Per capita CO₂ emissions from international flights, tourism-adjusted
(2018)
Per capita CO₂ emissions from transport
(2019)
Per capita CO₂ emissions including land-use change
(2021)
Per capita consumption of low-carbon energy
(2020)
Per capita consumption-based CO₂ emissions
(2020)
Per capita domestic aviation passenger kilometers
(2018)
Per capita electricity generation
(2021)
Per capita electricity generation from fossil fuels
(2021)
Per capita electricity generation from gas
(2021)
Per capita electricity generation from hydropower
(2021)
Per capita electricity generation from nuclear
(2021)
Per capita electricity generation from oil
(2021)
Per capita electricity generation from renewables
(2021)
Per capita electricity generation from solar
(2021)
Per capita electricity generation from wind
(2021)
Per capita energy consumption from coal
(2021)
Per capita energy consumption from hydropower
(2020)
Per capita energy consumption from nuclear
(2020)
Per capita energy consumption from renewables
(2020)
Per capita energy consumption from solar
(2021)
Per capita energy consumption from wind
(2021)
Per capita gas consumption
(2021)
Per capita generation of coal electricity
(2021)
Per capita greenhouse gas emissions
(2021)
Per capita greenhouse gas emissions, excluding land use and forestry
(2019)
Per capita international aviation passenger kilometers
(2018)
Per capita methane emissions
(2021)
Per capita nitrous oxide emissions
(2021)
Per capita oil consumption
(2021)
Per capita passenger kilometers from air travel
(2018)
Percentage of teachers in pre-primary education who are qualified
(2019)
Pharmaceutical personnel per 10,000 population
(2016)
Physical integrity rightsFariss et al.
(2019)
Pig meat per animal
(2021)
Pigmeat production
(2021)
Political and social integrationBTI
(2021)
Political libertiesLexical Index
(2021)
Political oppositionLexical Index
(2021)
Political participationBTI
(2021)
Political regimeRegimes of the World
(2022)
Political regimeBoix et al.
(2020)
Political regimeRegimes of the World, including ambiguous regimes
(2022)
Political regimeBoix et al., including women's right to vote
(2020)
Political regimeFreedom House, free countries
(2021)
Political regimeFreedom House, electoral democracies
(2021)
Political regimeLexical Index
(2021)
Political regimePolity
(2018)
Political regimeBTI
(2021)
Political regimeEIU
(2022)
Political regimeEpisodes of Regime Transformation
(2022)
Political rightsFreedom House, score
(2021)
Political rightsFreedom House, rating
(2021)
PolyarchyLexical Index
(2021)
Populationsince 10,000 BC
(2021)
Population belonging to a politically-discriminated ethnic group
(2020)
Population belonging to a politically-marginalized ethnic group
(2020)
Population belonging to a politically-relevant ethnic group
(2020)
Population belonging to an ethnic group in power
(2020)
Population density
(2023)
Population in urban agglomerations of more than 1 million
(2021)
Population under 5 years old
(2021)
Poultry meat per animal
(2021)
Poultry production
(2021)
Press freedomFreedom House
(2016)
Prevalence of anemia in children
(2019)
Prevalence of anemia in pregnant women
(2019)
Prevalence of anemia in women of reproductive age
(2019)
Prevalence of daily smoking in populations
(2021)
Primary completion rate
(2019)
Primary energy consumption
(2021)
Primary energy consumption by world region
(2021)
Primary energy consumption from hydropower
(2020)
Primary energy consumption from nuclear
(2020)
Primary energy consumption from renewables
(2020)
Primary energy consumption from solar
(2021)
Primary energy consumption from wind
(2021)
Private health expenditure per person
(2019)
Productivity: output per hour worked
(2019)
Projected female population without education
(2020)
Projected share of the population in extreme poverty
(2022)
Projections of the share of adults educated to degree level
(2020)
Proportion of forest area within legally established protected areas
(2020)
Proportion of important sites for freshwater biodiversity that are covered by protected areas
(2021)
Proportion of labor force who are women
(2021)
Proportion of tariff lines applied to imports from least developed countries with zero-tariff
(2020)
Proportion of total manufacturing value added from medium and high-tech industry
(2019)
Public expenditure on healthcare as percent of total healthcare expenditure
(2019)
Public spending on education as a share of GDP
(2020)
Rank in the Economic Complexity Index
(2016)
Rate of acute flaccid paralysis from non-polio causes
(2021)
Rate of disease burden from alcohol and drug use disorders
(2019)
Rate of disease burden from attention deficit/hyperactivity disorder
(2019)
Rate of disease burden from autism spectrum disorders
(2019)
Rate of disease burden from drug use disordersIHME
(2019)
Rate of disease burden from drug use disordersWHO
(2019)
Rate of disease burden from lead exposure
(2019)
Rate of disease burden from mental and substance use disordersWHO
(2019)
Rate of natural population increaseUN
(2021)
Rate of premature deaths due to alcoholIHME, age-standardized
(2019)
Rate of premature deaths due to alcoholIHME, crude
(2019)
Ratio of female to male labor force participation ratesLine chart
(2021)
Ratio of inbound to outbound tourists
(2018)
Real GDP growthIMF
(2023)
Recorded deaths and disappearances during migration
(2018)
Red List Index
(2022)
Refugee population by country or territory of asylum
(2020)
Refugee population by country or territory of origin
(2020)
Regulation of political participationPolity
(2018)
Remittance costs as a proportion of the amount remitted
(2021)
Renewable electricity-generating capacity
(2020)
Renewable freshwater resources per capita
(2018)
Reported cases of guinea worm disease
(2021)
Reported cases of measles
(2019)
Reported cases of paralytic polio
(2021)
Reported cases of paralytic polio from wild polioviruses
(2019)
Reported paralytic polio cases per million
(2021)
Representation of women in the lower chamber of parliament
(2022)
Research & development spending as a share of GDP
(2017)
Road traffic deaths
(2019)
Rule of lawBTI
(2021)
Same-sex sexual acts illegalVelasco
(2019)
Self-reported life satisfaction
(2021)
Separation of powersBTI
(2021)
Sex ratio at birth
(2021)
Sex ratio at birthChao et al. (2019)
(2017)
Sex ratio of five-year-olds
(2021)
Share enrolled in private institutions at the tertiary education level
(2013)
Share of E. coli infections that are resistant to 3rd generation cephalosporins
(2020)
Share of S. aureus infections that are resistant to methicillin
(2019)
Share of adolescent girls vaccinated against the human papillomavirus
(2019)
Share of adult citizens who have the right to vote
(2022)
Share of adults that are obese
(2016)
Share of adults that are overweight or obese
(2016)
Share of adults with account at a financial institution
(2017)
Share of annual global forest expansion
(2015)
Share of arable land which is organic
(2020)
Share of artificial intelligence jobs among all job postings
(2021)
Share of births attended by skilled health staff
(2018)
Share of births that are registered
(2020)
Share of children and adolescents that are overweight or obese
(2016)
Share of children that are overweight or obese
(2020)
Share of children who are overweight
(2020)
Share of cumulative CO₂ emissions from oil
(2021)
Share of deaths attributed to air pollution
(2019)
Share of deaths attributed to obesity
(2019)
Share of deaths attributed to outdoor air pollution
(2019)
Share of deaths attributed to unsafe sanitation
(2019)
Share of deaths attributed to unsafe water sources
(2019)
Share of deaths for which the cause is registered
(2016)
Share of deaths from HIV/AIDS
(2019)
Share of deaths from heart disease
(2019)
Share of deaths from homicideIHME
(2019)
Share of deaths from homicideWHO Mortality Database
(2020)
Share of deaths from indoor air pollution
(2019)
Share of deaths from suicide
(2019)
Share of deaths that are registered
(2019)
Share of domestic budget funded by domestic taxes
(2019)
Share of electricity from low-carbon sources
(2021)
Share of electricity production from coal
(2021)
Share of electricity production from fossil fuels
(2021)
Share of electricity production from gas
(2021)
Share of electricity production from hydropower
(2021)
Share of electricity production from nuclear
(2021)
Share of electricity production from oil
(2021)
Share of electricity production from renewable sources
(2014)
Share of electricity production from renewables
(2021)
Share of electricity production from solar
(2021)
Share of electricity production from wind
(2021)
Share of employee compensation in public spending
(2019)
Share of food products in total merchandise exports
(2020)
Share of girls among all primary education students
(2017)
Share of global CO₂ emissions from aviation
(2018)
Share of global CO₂ emissions from cement
(2021)
Share of global CO₂ emissions from coal
(2021)
Share of global CO₂ emissions from flaring
(2021)
Share of global CO₂ emissions from gas
(2021)
Share of global CO₂ emissions from international aviation
(2018)
Share of global CO₂ emissions from land-use change
(2021)
Share of global CO₂ emissions from oil
(2021)
Share of global CO₂ emissions including land-use change
(2021)
Share of global annual deforestation
(2015)
Share of global cumulative CO₂ emissions
(2021)
Share of global cumulative CO₂ emissions from cement
(2021)
Share of global cumulative CO₂ emissions from coal
(2021)
Share of global cumulative CO₂ emissions from flaring
(2021)
Share of global cumulative CO₂ emissions from gas
(2021)
Share of global cumulative CO₂ emissions from land-use change
(2021)
Share of global cumulative CO₂ emissions including land-use change
(2021)
Share of global domestic aviation passenger kilometers
(2018)
Share of global forest area
(2020)
Share of global greenhouse gas emissions
(2021)
Share of global greenhouse gas emissions from food
(2015)
Share of global methane emissions
(2021)
Share of global mismanaged plastic waste
(2019)
Share of global nitrous oxide emissions
(2021)
Share of global passenger kilometers from air travel
(2018)
Share of global passenger kilometers from international aviation
(2018)
Share of global plastic waste emitted to the ocean
(2019)
Share of government expenditure going to interest payments
(2019)
Share of important terrestrial biodiversity sites that are protected
(2021)
Share of infants vaccinated against diphtheria, tetanus and pertussis
(2021)
Share of land area used for agriculture
(2018)
Share of land area used for arable agriculture
(2018)
Share of land covered by forest
(2020)
Share of manufactures in total merchandise exports
(2020)
Share of marine territorial waters that are protected
(2021)
Share of men that are obese
(2016)
Share of men that are overweight or obese
(2016)
Share of men with raised blood pressure
(2015)
Share of national greenhouse gas emissions that come from food
(2015)
Share of one-year-olds vaccinated against Haemophilus influenzae type B
(2021)
Share of one-year-olds vaccinated against diphtheria, pertussis, and tetanus
(2021)
Share of one-year-olds vaccinated against hepatitis B
(2021)
Share of one-year-olds vaccinated against measles
(2021)
Share of one-year-olds vaccinated against rubella
(2021)
Share of one-year-olds vaccinated against tuberculosis
(2021)
Share of one-year-olds who are vaccinated against polio
(2021)
Share of one-year-olds who received the inactivated polio vaccine
(2021)
Share of out-of-pocket expenditure on healthcare
(2019)
Share of people agreeing with the statement "most people can be trusted"
(2022)
Share of people living in urban agglomerations of more than 1 million
(2021)
Share of people living in urban areasUN
(2020)
Share of people practicing open defecation
(2020)
Share of people who say they are happy
(2014)
Share of people who say they are happyFirst & last waves
(2014)
Share of people with HIV who receive antiretroviral therapy
(2020)
Share of population belonging to a politically-discriminated ethnic group
(2020)
Share of population belonging to a politically-marginalized ethnic groupMap and line chart
(2020)
Share of population belonging to a politically-relevant ethnic group
(2020)
Share of population using at least basic drinking water source
(2015)
Share of population using at least basic sanitation facilities
(2015)
Share of population using safely managed sanitation facilities
(2020)
Share of population with 4G mobile network coverage
(2020)
Share of population with Asperger syndrome and other autistic spectrum disorders
(2016)
Share of population with alcohol use disorders
(2016)
Share of population with an alcohol use disorder
(2019)
Share of population with an eating disorder
(2019)
Share of population with anxiety disorders
(2019)
Share of population with attention deficit/hyperactivity disorder
(2019)
Share of population with bipolar disorder
(2019)
Share of population with cancerBy country
(2017)
Share of population with developmental intellectual disability
(2019)
Share of population with drug use disorders
(2019)
Share of population with mental disorder
(2019)
Share of population with schizophrenia
(2019)
Share of potential polio cases with adequate stool collection
(2021)
Share of primary energy from coal
(2021)
Share of primary energy from fossil fuels
(2021)
Share of primary energy from gas
(2021)
Share of primary energy from hydroelectric power
(2020)
Share of primary energy from low-carbon sources
(2020)
Share of primary energy from nuclear
(2020)
Share of primary energy from oil
(2021)
Share of primary energy from renewable sources
(2020)
Share of primary energy from solar
(2021)
Share of primary energy from wind
(2021)
Share of primary-school-age children who are out of school
(2018)
Share of services in total exports
(2021)
Share of students achieving advanced learning outcomes
(2015)
Share of students achieving intermediate learning outcomes
(2015)
Share of students achieving minimum learning outcomes
(2015)
Share of students from abroad
(2013)
Share of students studying abroad
(2013)
Share of teachers in primary education who are qualified
(2019)
Share of the labor force employed in agriculture
(2019)
Share of the population belonging to an ethnic group in power
(2020)
Share of the population exposed to air pollution levels above WHO guidelines
(2017)
Share of the population infected with HIVUNAIDS
(2020)
Share of the population living in urban areas
(2023)
Share of the population that is female
(2020)
Share of the population that were born in another country
(2015)
Share of the population using at least basic sanitation services
(2020)
Share of the population using at least basic water services
(2020)
Share of the population using safely managed drinking water
(2020)
Share of the population using the Internet
(2020)
Share of the population with a completed post-secondary education
(2015)
Share of the population with access to clean fuels for cooking
(2020)
Share of the population with alcohol or drug use disorders
(2019)
Share of the population with at least some secondary education
(2015)
Share of the population with depressive disorders
(2019)
Share of the population with no formal education, projections by IIASA
(2020)
Share of the population without access to an improved water source
(2020)
Share of the population without access to improved sanitation
(2020)
Share of the urban population who live in the largest city
(2021)
Share of urban population using at least basic sanitation services
(2020)
Share of urban population using at least basic water services
(2020)
Share of women expected to survive to the age of 65
(2020)
Share of women in ministerial positions
(2020)
Share of women in parliamentIPU
(2021)
Share of women in parliamentV-Dem
(2022)
Share of women that are expected to die from pregnancy-related causes
(2017)
Share of women that are obese
(2016)
Share of women that are overweight or obese
(2016)
Share of women who were married by age 18
(2020)
Share of women with raised blood pressure
(2015)
Share of youth not in education, employment or training
(2020)
Share that strongly agree that vaccines are effective
(2019)
Share that strongly agree that vaccines are important
(2019)
Share that strongly agree that vaccines are safe
(2019)
Share that strongly disagree that vaccines are effective
(2019)
Share that strongly disagree that vaccines are important
(2019)
Share that strongly disagree that vaccines are safe
(2019)
Share who use tobacco
(2020)
Small-scale industries as a share of total industry value added
(2019)
Solar power generation
(2021)
Specialist surgical workforce rate
(2013)
Spirits consumption per person
(2019)
Stability of democratic institutionsBTI
(2021)
StatenessBTI
(2021)
Statutory corporate income tax rate
(2018)
Sugar cane production
(2021)
Suicide death rateIHME data
(2019)
Suicide rateWorld Bank
(2019)
Suicide rateIHME data, age-standardized
(2019)
Suicide rateWHO data
(2019)
Suicide rateWHO data, age-standardized
(2019)
Suicide rate by firearm
(2019)
Surface temperature anomaly
(2017)
Sweet potato production
(2021)
Tariff rate across all products
(2020)
Tax revenue as share of GDP
(2017)
Taxes on goods and services
(2019)
Taxes on incomes of individuals and corporations
(2019)
Tetanus death rate
(2019)
The Universal Health Coverage (UHC) Service Coverage Index
(2019)
The disease burden from alcohol use disorders
(2019)
Threatened bird species
(2018)
Threatened mammal species
(2018)
Time required to start a business
(2019)
Tomato production
(2021)
Tomato yields
(2021)
Total disease burdenIHME
(2019)
Total disease burdenWHO
(2019)
Total domestic aviation passenger kilometers
(2018)
Total factor productivity
(2019)
Total greenhouse gas emissions, excluding land use and forestry
(2019)
Total health expenditure per person
(2019)
Total healthcare expenditure as a share of GDP
(2019)
Total natural resource rents
(2019)
Total nitrogen inputs to crops
(2014)
Total number of international immigrants
(2015)
Total passenger kilometers from air travel
(2018)
Total passenger kilometers from international aviation
(2018)
Total tax revenues
(2019)
Trade as share of GDP
(2020)
Trade in services (exports plus imports) as share of GDP
(2020)
Trade openness
(2019)
Tuberculosis incidence
(2020)
Tuberculosis incidence rates in people who are HIV-positive
(2020)
Tuberculosis mortality rates
(2020)
Tuberculosis patients tested positive for HIV
(2016)
Unemployment rate
(2021)
Unemployment rate, women
(2017)
Universal right to voteLexical Index
(2021)
Unsentenced detainees as a proportion of overall prison population
(2020)
Urbanization over the past 500 yearsHistorical sources & UN
(2016)
Value of agricultural production
(2020)
Value of exported goods as share of GDP
(2014)
Value of exported of goods and services
(2020)
Value of imported goods as a share of GDP
(2014)
Victims of human trafficking
(2016)
Voter turnout
(2020)
Water productivity, GDP per cubic meter of freshwater withdrawal
(2017)
Weight of seized rhino horns
(2018)
What share of the population living with HIV are women?
(2020)
Who is contributing to deforestation abroad?
(2013)
Wind power generation
(2021)
Wine consumption per person
(2019)
Woman is government's chief executive
(2022)
Woman is head of government
(2022)
Woman is head of state
(2022)
Women who experienced violence by an intimate partnerIHME
(2017)
Women who experienced violence from an intimate partnerUnited Nations
(2018)
Women's life expectancy at birth
(2021)
Women's universal right to voteLexical Index
(2021)
Women, Business and the Law Index
(2021)
Year-on-year change in CO₂ emissions
(2021)
Youth dependency ratio
(2021)
Youth literacy rate, female
(2016)
Youth literacy rate, male
(2016)
Youth mortality rate
(2020)