Indicators | Data
Indicators
Agriculture & Rural Development
Agricultural irrigated land (% of total agricultural land)
Agricultural land (% of land area)
Agriculture, forestry, and fishing, value added (% of GDP)
Arable land (% of land area)
Arable land (hectares per person)
Cereal yield (kg per hectare)
Crop production index (2014-2016 = 100)
Employment in agriculture, female (% of female employment) (modeled ILO estimate)
Employment in agriculture, male (% of male employment) (modeled ILO estimate)
Fertilizer consumption (kilograms per hectare of arable land)
Food production index (2014-2016 = 100)
Forest area (% of land area)
Forest area (sq. km)
Land area (sq. km)
Land under cereal production (hectares)
Livestock production index (2014-2016 = 100)
Permanent cropland (% of land area)
Rural population
Rural population (% of total population)
Surface area (sq. km)
Aid Effectiveness
Grants, excluding technical cooperation (BoP, current US$)
Incidence of tuberculosis (per 100,000 people)
Income share held by lowest 20%
Maternal mortality ratio (modeled estimate, per 100,000 live births)
Mortality rate, under-5 (per 1,000 live births)
Net ODA received (% of GNI)
Net ODA received (% of central government expense)
Net ODA received (% of gross capital formation)
Net ODA received (% of imports of goods, services and primary income)
Net ODA received per capita (current US$)
Net migration
Net official development assistance received (current US$)
Poverty headcount ratio at $3.00 a day (2021 PPP) (% of population)
Pregnant women receiving prenatal care (%)
Prevalence of HIV, total (% of population ages 15-49)
Prevalence of stunting, height for age (% of children under 5)
Primary completion rate, total (% of relevant age group)
School enrollment, primary and secondary (gross), gender parity index (GPI)
Technical cooperation grants (BoP, current US$)
Climate Change
Climate Change Knowledge Portal
Carbon Pricing Dashboard
Access to electricity (% of population)
Agricultural irrigated land (% of total agricultural land)
Agricultural land (% of land area)
Agriculture, forestry, and fishing, value added (% of GDP)
Annual freshwater withdrawals, total (% of internal resources)
Annual freshwater withdrawals, total (billion cubic meters)
Arable land (% of land area)
CPIA public sector management and institutions cluster average (1=low to 6=high)
Cereal yield (kg per hectare)
Electric power consumption (kWh per capita)
Energy use (kg of oil equivalent per capita)
Forest area (% of land area)
Forest area (sq. km)
Land area where elevation is below 5 meters (% of total land area)
Mortality rate, under-5 (per 1,000 live births)
Population growth (annual %)
Population in urban agglomerations of more than 1 million (% of total population)
Population living in areas where elevation is below 5 meters (% of total population)
Population, total
Poverty headcount ratio at $3.00 a day (2021 PPP) (% of population)
Prevalence of underweight, weight for age (% of children under 5)
Primary completion rate, total (% of relevant age group)
Renewable electricity output (% of total electricity output)
Renewable energy consumption (% of total final energy consumption)
School enrollment, primary and secondary (gross), gender parity index (GPI)
Terrestrial and marine protected areas (% of total territorial area)
Urban population
Urban population (% of total population)
Economy & Growth
Household Consumption Data and Statistics
Adjusted net savings, including particulate emission damage (% of GNI)
Agriculture, forestry, and fishing, value added (% of GDP)
Central government debt, total (% of GDP)
Charges for the use of intellectual property, payments (BoP, current US$)
Charges for the use of intellectual property, receipts (BoP, current US$)
Current account balance (BoP, current US$)
Expense (% of GDP)
Exports of goods and services (% of GDP)
External debt stocks (% of GNI)
External debt stocks, total (DOD, current US$)
Foreign direct investment, net inflows (BoP, current US$)
GDP (current US$)
GDP growth (annual %)
GDP per capita (current US$)
GDP per capita growth (annual %)
GDP per capita, PPP (current international $)
GNI per capita, Atlas method (current US$)
GNI per capita, PPP (current international $)
GNI, Atlas method (current US$)
GNI, PPP (current international $)
Grants, excluding technical cooperation (BoP, current US$)
Gross capital formation (% of GDP)
Gross savings (% of GDP)
Imports of goods and services (% of GDP)
Industry (including construction), value added (% of GDP)
Inflation, GDP deflator (annual %)
Inflation, consumer prices (annual %)
Medium and high-tech manufacturing value added (% manufacturing value added)
Net ODA received (% of GNI)
Net ODA received per capita (current US$)
Net official development assistance received (current US$)
PPP conversion factor, GDP (LCU per international $)
Personal remittances, received (current US$)
Revenue, excluding grants (% of GDP)
Short-term debt (% of total reserves)
Technical cooperation grants (BoP, current US$)
Total debt service (% of exports of goods, services and primary income)
Total reserves (includes gold, current US$)
Education
Education Statistics: EdStats
Service Delivery Indicators
Children out of school, primary, female
Children out of school, primary, male
Government expenditure on education, total (% of GDP)
Government expenditure on education, total (% of government expenditure)
Government expenditure per student, primary (% of GDP per capita)
Government expenditure per student, secondary (% of GDP per capita)
Government expenditure per student, tertiary (% of GDP per capita)
Gross intake ratio in first grade of primary education, female (% of relevant age group)
Gross intake ratio in first grade of primary education, male (% of relevant age group)
Labor force, female (% of total labor force)
Labor force, total
Literacy rate, adult female (% of females ages 15 and above)
Literacy rate, adult male (% of males ages 15 and above)
Literacy rate, adult total (% of people ages 15 and above)
Literacy rate, youth female (% of females ages 15-24)
Literacy rate, youth male (% of males ages 15-24)
Literacy rate, youth total (% of people ages 15-24)
Persistence to last grade of primary, female (% of cohort)
Persistence to last grade of primary, male (% of cohort)
Population ages 0-14 (% of total population)
Population ages 15-64 (% of total population)
Primary completion rate, female (% of relevant age group)
Primary completion rate, male (% of relevant age group)
Primary completion rate, total (% of relevant age group)
Progression to secondary school, female (%)
Progression to secondary school, male (%)
Pupil-teacher ratio, primary
Repeaters, primary, female (% of female enrollment)
Repeaters, primary, male (% of male enrollment)
School enrollment, preprimary (% gross)
School enrollment, primary (% gross)
School enrollment, primary (% net)
School enrollment, primary (gross), gender parity index (GPI)
School enrollment, primary and secondary (gross), gender parity index (GPI)
School enrollment, secondary (% gross)
School enrollment, secondary (% net)
School enrollment, tertiary (% gross)
Trained teachers in primary education (% of total teachers)
Unemployment, female (% of female labor force) (modeled ILO estimate)
Unemployment, male (% of male labor force) (modeled ILO estimate)
Unemployment, total (% of total labor force) (modeled ILO estimate)
Energy & Mining
Energy & Extractives Open Data Platform
Access to electricity (% of population)
Alternative and nuclear energy (% of total energy use)
Electric power consumption (kWh per capita)
Energy imports, net (% of energy use)
Energy intensity level of primary energy (MJ/$2021 PPP GDP)
Energy use (kg of oil equivalent per capita)
Fossil fuel energy consumption (% of total)
Fuel exports (% of merchandise exports)
GDP per unit of energy use (constant 2021 PPP $ per kg of oil equivalent)
Investment in energy with private participation (current US$)
Ores and metals exports (% of merchandise exports)
Renewable electricity output (% of total electricity output)
Renewable energy consumption (% of total final energy consumption)
Total natural resources rents (% of GDP)
Environment
Access to electricity (% of population)
Adjusted net savings, including particulate emission damage (% of GNI)
Agricultural land (% of land area)
Annual freshwater withdrawals, total (% of internal resources)
Annual freshwater withdrawals, total (billion cubic meters)
Arable land (% of land area)
Bird species, threatened
Energy intensity level of primary energy (MJ/$2021 PPP GDP)
Fish species, threatened
Forest area (% of land area)
Forest area (sq. km)
Land area (sq. km)
Land area where elevation is below 5 meters (% of total land area)
Mammal species, threatened
PM2.5 air pollution, mean annual exposure (micrograms per cubic meter)
PM2.5 air pollution, population exposed to levels exceeding WHO guideline value (% of total)
Plant species (higher), threatened
Population living in areas where elevation is below 5 meters (% of total population)
Population living in slums (% of urban population)
Renewable electricity output (% of total electricity output)
Renewable energy consumption (% of total final energy consumption)
Renewable internal freshwater resources per capita (cubic meters)
Renewable internal freshwater resources, total (billion cubic meters)
Surface area (sq. km)
Terrestrial and marine protected areas (% of total territorial area)
Total natural resources rents (% of GDP)
External Debt
Debt Data
Current account balance (BoP, current US$)
External debt stocks (% of GNI)
External debt stocks, private nonguaranteed (PNG) (DOD, current US$)
External debt stocks, public and publicly guaranteed (PPG) (DOD, current US$)
External debt stocks, short-term (DOD, current US$)
External debt stocks, total (DOD, current US$)
Foreign direct investment, net inflows (BoP, current US$)
Grants, excluding technical cooperation (BoP, current US$)
IBRD loans and IDA credits (DOD, current US$)
Net ODA received (% of GNI)
Net ODA received per capita (current US$)
Net official development assistance received (current US$)
Personal remittances, received (current US$)
Short-term debt (% of total reserves)
Technical cooperation grants (BoP, current US$)
Total debt service (% of exports of goods, services and primary income)
Total reserves (includes gold, current US$)
Use of IMF credit (DOD, current US$)
Financial Sector
Financial Inclusion
Automated teller machines (ATMs) (per 100,000 adults)
Bank capital to assets ratio (%)
Bank nonperforming loans to total gross loans (%)
Broad money (% of GDP)
Broad money growth (annual %)
Commercial bank branches (per 100,000 adults)
Deposit interest rate (%)
Domestic credit provided by financial sector (% of GDP)
Domestic credit to private sector (% of GDP)
Foreign direct investment, net inflows (BoP, current US$)
Inflation, consumer prices (annual %)
Interest rate spread (lending rate minus deposit rate, %)
International migrant stock, total
Lending interest rate (%)
Listed domestic companies, total
Market capitalization of listed domestic companies (% of GDP)
Market capitalization of listed domestic companies (current US$)
Net migration
Official exchange rate (LCU per US$, period average)
Personal remittances, received (current US$)
Real interest rate (%)
Risk premium on lending (lending rate minus treasury bill rate, %)
S&P Global Equity Indices (annual % change)
Stocks traded, total value (% of GDP)
Stocks traded, turnover ratio of domestic shares (%)
Total reserves (includes gold, current US$)
Gender
Gender Equality Data & Statistics
Adolescent fertility rate (births per 1,000 women ages 15-19)
Births attended by skilled health staff (% of total)
Children in employment, female (% of female children ages 7-14)
Children in employment, male (% of male children ages 7-14)
Children out of school, primary, female
Children out of school, primary, male
Contraceptive prevalence, any method (% of married women ages 15-49)
Contributing family workers, female (% of female employment) (modeled ILO estimate)
Contributing family workers, male (% of male employment) (modeled ILO estimate)
Employment in agriculture, female (% of female employment) (modeled ILO estimate)
Employment in agriculture, male (% of male employment) (modeled ILO estimate)
Employment in industry, female (% of female employment) (modeled ILO estimate)
Employment in industry, male (% of male employment) (modeled ILO estimate)
Employment in services, female (% of female employment) (modeled ILO estimate)
Employment in services, male (% of male employment) (modeled ILO estimate)
Fertility rate, total (births per woman)
Firms with female participation in ownership (% of firms)
Firms with female top manager (% of firms)
Gross intake ratio in first grade of primary education, female (% of relevant age group)
Gross intake ratio in first grade of primary education, male (% of relevant age group)
Labor force participation rate, female (% of female population ages 15+) (modeled ILO estimate)
Labor force participation rate, male (% of male population ages 15+) (modeled ILO estimate)
Labor force, female (% of total labor force)
Life expectancy at birth, female (years)
Life expectancy at birth, male (years)
Literacy rate, adult female (% of females ages 15 and above)
Literacy rate, adult male (% of males ages 15 and above)
Literacy rate, youth female (% of females ages 15-24)
Literacy rate, youth male (% of males ages 15-24)
Maternal mortality ratio (modeled estimate, per 100,000 live births)
Persistence to last grade of primary, female (% of cohort)
Persistence to last grade of primary, male (% of cohort)
Pregnant women receiving prenatal care (%)
Prevalence of HIV, female (% ages 15-24)
Prevalence of HIV, male (% ages 15-24)
Primary completion rate, female (% of relevant age group)
Primary completion rate, male (% of relevant age group)
Progression to secondary school, female (%)
Progression to secondary school, male (%)
Proportion of seats held by women in national parliaments (%)
Proportion of time spent on unpaid domestic and care work, female (% of 24 hour day)
Proportion of time spent on unpaid domestic and care work, male (% of 24 hour day)
Repeaters, primary, female (% of female enrollment)
Repeaters, primary, male (% of male enrollment)
School enrollment, primary (gross), gender parity index (GPI)
School enrollment, primary and secondary (gross), gender parity index (GPI)
Teenage mothers (% of women ages 15-19 who have had children or are currently pregnant)
Unemployment, female (% of female labor force) (modeled ILO estimate)
Unemployment, male (% of male labor force) (modeled ILO estimate)
Unemployment, youth female (% of female labor force ages 15-24) (modeled ILO estimate)
Unemployment, youth male (% of male labor force ages 15-24) (modeled ILO estimate)
Vulnerable employment, female (% of female employment) (modeled ILO estimate)
Vulnerable employment, male (% of male employment) (modeled ILO estimate)
Wage and salaried workers, female (% of female employment) (modeled ILO estimate)
Wage and salaried workers, male (% of male employment) (modeled ILO estimate)
Women making their own informed decisions regarding sexual relations, contraceptive use and reproductive health care (% of women age 15-49)
Health
HealthStats
Service Delivery Indicators
Adolescent fertility rate (births per 1,000 women ages 15-19)
Age dependency ratio (% of working-age population)
Birth rate, crude (per 1,000 people)
Births attended by skilled health staff (% of total)
Cause of death, by communicable diseases and maternal, prenatal and nutrition conditions (% of total)
Cause of death, by injury (% of total)
Cause of death, by non-communicable diseases (% of total)
Completeness of birth registration (%)
Completeness of death registration with cause-of-death information (%)
Contraceptive prevalence, any method (% of married women ages 15-49)
Death rate, crude (per 1,000 people)
Diabetes prevalence (% of population ages 20 to 79)
Fertility rate, total (births per woman)
Hospital beds (per 1,000 people)
Immunization, DPT (% of children ages 12-23 months)
Immunization, measles (% of children ages 12-23 months)
Incidence of tuberculosis (per 100,000 people)
International migrant stock, total
Life expectancy at birth, female (years)
Life expectancy at birth, male (years)
Life expectancy at birth, total (years)
Maternal mortality ratio (modeled estimate, per 100,000 live births)
Mortality caused by road traffic injury (per 100,000 population)
Mortality rate, infant (per 1,000 live births)
Mortality rate, neonatal (per 1,000 live births)
Mortality rate, under-5 (per 1,000 live births)
Net migration
Number of surgical procedures (per 100,000 population)
Population ages 0-14 (% of total population)
Population ages 15-64 (% of total population)
Population ages 65 and above (% of total population)
Population growth (annual %)
Population, female (% of total population)
Population, total
Pregnant women receiving prenatal care (%)
Prevalence of HIV, female (% ages 15-24)
Prevalence of HIV, male (% ages 15-24)
Prevalence of HIV, total (% of population ages 15-49)
Prevalence of anemia among children (% of children ages 6-59 months)
Prevalence of overweight, weight for height (% of children under 5)
Prevalence of severe wasting, weight for height (% of children under 5)
Prevalence of stunting, height for age (% of children under 5)
Prevalence of undernourishment (% of population)
Prevalence of underweight, weight for age (% of children under 5)
Prevalence of wasting, weight for height (% of children under 5)
Risk of catastrophic expenditure for surgical care (% of people at risk)
Risk of impoverishing expenditure for surgical care (% of people at risk)
Specialist surgical workforce (per 100,000 population)
Teenage mothers (% of women ages 15-19 who have had children or are currently pregnant)
Unmet need for contraception (% of married women ages 15-49)
Infrastructure
Air transport, registered carrier departures worldwide
Annual freshwater withdrawals, total (% of internal resources)
Annual freshwater withdrawals, total (billion cubic meters)
Container port traffic (TEU: 20 foot equivalent units)
Electric power consumption (kWh per capita)
Fixed broadband subscriptions (per 100 people)
Fixed telephone subscriptions (per 100 people)
Investment in energy with private participation (current US$)
Investment in transport with private participation (current US$)
Investment in water and sanitation with private participation (current US$)
Mobile cellular subscriptions (per 100 people)
Public private partnerships investment in ICT (current US$)
Rail lines (total route-km)
Renewable internal freshwater resources per capita (cubic meters)
Renewable internal freshwater resources, total (billion cubic meters)
Secure Internet servers (per 1 million people)
Poverty
Poverty and Inequality Platform
Annualized average growth rate in per capita real survey mean consumption or income, bottom 40% of population (%)
Annualized average growth rate in per capita real survey mean consumption or income, total population (%)
Gini index
Income share held by fourth 20%
Income share held by highest 10%
Income share held by highest 20%
Income share held by lowest 10%
Income share held by lowest 20%
Income share held by second 20%
Income share held by third 20%
Population living in slums (% of urban population)
Poverty gap at $3.00 a day (2021 PPP) (%)
Poverty headcount ratio at $3.00 a day (2021 PPP) (% of population)
Poverty headcount ratio at national poverty lines (% of population)
Survey mean consumption or income per capita, bottom 40% of population (2021 PPP $ per day)
Survey mean consumption or income per capita, total population (2021 PPP $ per day)
Private Sector
Doing Business
Enterprise Surveys
Household Consumption Data and Statistics
Domestic credit to private sector (% of GDP)
Firms experiencing electrical outages (% of firms)
Firms using banks to finance working capital (% of firms)
Firms visited or required meetings with tax officials (% of firms)
Firms with female participation in ownership (% of firms)
Firms with female top manager (% of firms)
Fuel exports (% of merchandise exports)
High-technology exports (% of manufactured exports)
High-technology exports (current US$)
International tourism, expenditures (% of total imports)
International tourism, receipts (% of total exports)
Investment in energy with private participation (current US$)
Investment in transport with private participation (current US$)
Investment in water and sanitation with private participation (current US$)
Lead time to export, median case (days)
Lead time to import, median case (days)
Logistics performance index: Overall (1=low to 5=high)
Medium and high-tech exports (% manufactured exports)
Merchandise exports (current US$)
Merchandise imports (current US$)
Merchandise trade (% of GDP)
Net barter terms of trade index (2015 = 100)
New businesses registered (number)
Ores and metals exports (% of merchandise exports)
Time spent dealing with the requirements of government regulations (% of senior management time)
Public Sector
Data on Statistical Capacity
Country Policy & Institutional Assessments
CPIA economic management cluster average (1=low to 6=high)
CPIA policies for social inclusion/equity cluster average (1=low to 6=high)
CPIA public sector management and institutions cluster average (1=low to 6=high)
CPIA structural policies cluster average (1=low to 6=high)
Central government debt, total (% of GDP)
Expense (% of GDP)
IDA resource allocation index (1=low to 6=high)
Intentional homicides (per 100,000 people)
Military expenditure (% of GDP)
Military expenditure (% of general government expenditure)
Net acquisition of financial assets (% of GDP)
Net incurrence of liabilities, total (% of GDP)
Net investment in nonfinancial assets (% of GDP)
Net lending (+) / net borrowing (-) (% of GDP)
Proportion of seats held by women in national parliaments (%)
Revenue, excluding grants (% of GDP)
Tax revenue (% of GDP)
Science & Technology
Charges for the use of intellectual property, payments (BoP, current US$)
Charges for the use of intellectual property, receipts (BoP, current US$)
High-technology exports (% of manufactured exports)
High-technology exports (current US$)
Patent applications, nonresidents
Patent applications, residents
Research and development expenditure (% of GDP)
Researchers in R&D (per million people)
Scientific and technical journal articles
Technicians in R&D (per million people)
Social Development
Adolescent fertility rate (births per 1,000 women ages 15-19)
Children in employment, female (% of female children ages 7-14)
Children in employment, male (% of male children ages 7-14)
Children in employment, total (% of children ages 7-14)
Labor force participation rate, female (% of female population ages 15+) (modeled ILO estimate)
Labor force participation rate, male (% of male population ages 15+) (modeled ILO estimate)
Life expectancy at birth, female (years)
Life expectancy at birth, male (years)
Prevalence of HIV, female (% ages 15-24)
Prevalence of HIV, male (% ages 15-24)
Proportion of seats held by women in national parliaments (%)
School enrollment, primary (gross), gender parity index (GPI)
School enrollment, primary and secondary (gross), gender parity index (GPI)
Unemployment, female (% of female labor force) (modeled ILO estimate)
Unemployment, male (% of male labor force) (modeled ILO estimate)
Vulnerable employment, female (% of female employment) (modeled ILO estimate)
Vulnerable employment, male (% of male employment) (modeled ILO estimate)
Social Protection & Labor
ASPIRE: The Atlas of Social Protection
Jobs Diagnostics
Children in employment, female (% of female children ages 7-14)
Children in employment, male (% of male children ages 7-14)
Children in employment, total (% of children ages 7-14)
Contributing family workers, female (% of female employment) (modeled ILO estimate)
Contributing family workers, male (% of male employment) (modeled ILO estimate)
Employment in agriculture, female (% of female employment) (modeled ILO estimate)
Employment in agriculture, male (% of male employment) (modeled ILO estimate)
Employment in industry, female (% of female employment) (modeled ILO estimate)
Employment in industry, male (% of male employment) (modeled ILO estimate)
Employment in services, female (% of female employment) (modeled ILO estimate)
Employment in services, male (% of male employment) (modeled ILO estimate)
Employment to population ratio, 15+, total (%) (modeled ILO estimate)
GDP per person employed (constant 2021 PPP $)
Labor force participation rate, female (% of female population ages 15+) (modeled ILO estimate)
Labor force participation rate, male (% of male population ages 15+) (modeled ILO estimate)
Labor force, female (% of total labor force)
Labor force, total
Unemployment, female (% of female labor force) (modeled ILO estimate)
Unemployment, male (% of male labor force) (modeled ILO estimate)
Unemployment, total (% of total labor force) (modeled ILO estimate)
Unemployment, youth female (% of female labor force ages 15-24) (modeled ILO estimate)
Unemployment, youth male (% of male labor force ages 15-24) (modeled ILO estimate)
Vulnerable employment, female (% of female employment) (modeled ILO estimate)
Vulnerable employment, male (% of male employment) (modeled ILO estimate)
Wage and salaried workers, female (% of female employment) (modeled ILO estimate)
Wage and salaried workers, male (% of male employment) (modeled ILO estimate)
Trade
WITS: World Integrated Trade Solution
TCdata360
Energy imports, net (% of energy use)
Exports of goods and services (% of GDP)
Fuel exports (% of merchandise exports)
High-technology exports (% of manufactured exports)
High-technology exports (current US$)
Imports of goods and services (% of GDP)
International tourism, expenditures (% of total imports)
International tourism, receipts (% of total exports)
Lead time to export, median case (days)
Lead time to import, median case (days)
Logistics performance index: Overall (1=low to 5=high)
Medium and high-tech exports (% manufactured exports)
Merchandise exports (current US$)
Merchandise imports (current US$)
Merchandise trade (% of GDP)
Net barter terms of trade index (2015 = 100)
Ores and metals exports (% of merchandise exports)
Urban Development
Mortality caused by road traffic injury (per 100,000 population)
PM2.5 air pollution, mean annual exposure (micrograms per cubic meter)
PM2.5 air pollution, population exposed to levels exceeding WHO guideline value (% of total)
Population density (people per sq. km of land area)
Population in the largest city (% of urban population)
Population in urban agglomerations of more than 1 million (% of total population)
Population living in slums (% of urban population)
Urban population
Urban population (% of total population)
Agriculture & Rural Development
Aid Effectiveness
Climate Change
Economy & Growth
Education
Energy & Mining
Environment
External Debt
Financial Sector
Gender
Health
Infrastructure
Poverty
Private Sector
Public Sector
Science & Technology
Social Development
Social Protection & Labor
Trade
Urban Development
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