| Access to electricity (% of population) |
| Adjusted net savings, including particulate emission damage (% of GNI) |
| Adolescent fertility rate (births per 1,000 women ages 15-19) |
| Age dependency ratio (% of working-age population) |
| Agricultural irrigated land (% of total agricultural land) |
| Agricultural land (% of land area) |
| Agricultural machinery, tractors per 100 sq. km of arable land |
| Agriculture, forestry, and fishing, value added (% of GDP) |
| Air transport, registered carrier departures worldwide |
| Alternative and nuclear energy (% of total energy use) |
| Annual freshwater withdrawals, total (% of internal resources) |
| Annual freshwater withdrawals, total (billion cubic meters) |
| 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 (%) |
| Arable land (% of land area) |
| Arable land (hectares per person) |
| Automated teller machines (ATMs) (per 100,000 adults) |
| Bank capital to assets ratio (%) |
| Bank nonperforming loans to total gross loans (%) |
| Bird species, threatened |
| Birth rate, crude (per 1,000 people) |
| Births attended by skilled health staff (% of total) |
| Broad money (% of GDP) |
| Broad money growth (annual %) |
| Business extent of disclosure index (0=less disclosure to 10=more disclosure) |
| CO2 emissions (kt) |
| CO2 emissions (metric tons per capita) |
| 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) |
| 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) |
| Central government debt, total (% of GDP) |
| Cereal yield (kg per hectare) |
| Charges for the use of intellectual property, payments (BoP, current US$) |
| Charges for the use of intellectual property, receipts (BoP, current US$) |
| 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) |
| Children out of school, primary, female |
| Children out of school, primary, male |
| Commercial bank branches (per 100,000 adults) |
| Completeness of birth registration (%) |
| Completeness of death registration with cause-of-death information (%) |
| Container port traffic (TEU: 20 foot equivalent units) |
| Contraceptive prevalence, any methods (% of women ages 15-49) |
| Contributing family workers, female (% of female employment) (modeled ILO estimate) |
| Contributing family workers, male (% of male employment) (modeled ILO estimate) |
| Crop production index (2004-2006 = 100) |
| Current account balance (BoP, current US$) |
| Death rate, crude (per 1,000 people) |
| Deposit interest rate (%) |
| Depth of credit information index (0=low to 8=high) |
| Diabetes prevalence (% of population ages 20 to 79) |
| Domestic credit provided by financial sector (% of GDP) |
| Domestic credit to private sector (% of GDP) |
| Ease of doing business index (1=most business-friendly regulations) |
| Electric power consumption (kWh per capita) |
| 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) |
| Energy imports, net (% of energy use) |
| Energy intensity level of primary energy (MJ/$2011 PPP GDP) |
| Energy use (kg of oil equivalent per capita) |
| Expense (% of GDP) |
| Exports of goods and services (% of GDP) |
| External debt stocks (% of GNI) |
| External debt stocks, private nonguaranteed (PNG) (DOD, current US$) |
| 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$) |
| Fertility rate, total (births per woman) |
| Fertilizer consumption (kilograms per hectare of arable land) |
| Firms using banks to finance working capital (% of firms) |
| Firms with female participation in ownership (% of firms) |
| Firms with female top manager (% of firms) |
| Fish species, threatened |
| Fixed broadband subscriptions (per 100 people) |
| Fixed telephone subscriptions (per 100 people) |
| Food production index (2004-2006 = 100) |
| Foreign direct investment, net inflows (BoP, current US$) |
| Forest area (% of land area) |
| Forest area (sq. km) |
| Fossil fuel energy consumption (% of total) |
| Fuel exports (% of merchandise exports) |
| GDP (current US$) |
| GDP growth (annual %) |
| GDP per capita (current US$) |
| GDP per capita growth (annual %) |
| GDP per capita, PPP (current international $) |
| GDP per person employed (constant 2017 PPP $) |
| GDP per unit of energy use (constant 2017 PPP $ per kg of oil equivalent) |
| GNI per capita, Atlas method (current US$) |
| GNI per capita, PPP (current international $) |
| GNI, Atlas method (current US$) |
| GNI, PPP (current international $) |
| Gini index (World Bank estimate) |
| Government expenditure on education, total (% of GDP) |
| Government expenditure on education, total (% of government expenditure) |
| Government expenditure per student, primary (% of GDP per capita) |
| Government expenditure per student, secondary (% of GDP per capita) |
| Government expenditure per student, tertiary (% of GDP per capita) |
| Grants, excluding technical cooperation (BoP, current US$) |
| Gross capital formation (% of GDP) |
| 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) |
| Gross savings (% of GDP) |
| High-technology exports (% of manufactured exports) |
| High-technology exports (current US$) |
| Hospital beds (per 1,000 people) |
| Human Development Index - UNDP (2018) |
| Human Rights Scores – Schnakenberg and Fariss (2014), Fariss (2019) |
| IBRD loans and IDA credits (DOD, current US$) |
| IDA resource allocation index (1=low to 6=high) |
| Immunization, DPT (% of children ages 12-23 months) |
| Immunization, measles (% of children ages 12-23 months) |
| Imports of goods and services (% of GDP) |
| Incidence of tuberculosis (per 100,000 people) |
| 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% |
| Industry (including construction), value added (% of GDP) |
| Inflation, GDP deflator (annual %) |
| Inflation, consumer prices (annual %) |
| Intentional homicides (per 100,000 people) |
| Interest rate spread (lending rate minus deposit rate, %) |
| International migrant stock, total |
| 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$) |
| Labor force participation rate, female (% of female population ages 15+) (modeled ILO estimate) |
| Labor force participation rate, male (% of male population ages 15+) (modeled ILO estimate) |
| Labor force, female (% of total labor force) |
| Labor force, total |
| Land area (sq. km) |
| Land area where elevation is below 5 meters (% of total land area) |
| Land under cereal production (hectares) |
| Lead time to export, median case (days) |
| Lead time to import, median case (days) |
| Lending interest rate (%) |
| Life expectancy at birth, female (years) |
| Life expectancy at birth, male (years) |
| Life expectancy at birth, total (years) |
| Listed domestic companies, total |
| Literacy rate, adult female (% of females ages 15 and above) |
| Literacy rate, adult male (% of males ages 15 and above) |
| Literacy rate, adult total (% of people ages 15 and above) |
| Literacy rate, youth female (% of females ages 15-24) |
| Literacy rate, youth male (% of males ages 15-24) |
| Literacy rate, youth total (% of people ages 15-24) |
| Livestock production index (2004-2006 = 100) |
| Logistics performance index: Overall (1=low to 5=high) |
| Mammal species, threatened |
| Market capitalization of listed domestic companies (% of GDP) |
| Market capitalization of listed domestic companies (current US$) |
| Maternal mortality ratio (modeled estimate, per 100,000 live births) |
| Merchandise exports (current US$) |
| Merchandise imports (current US$) |
| Merchandise trade (% of GDP) |
| Methane emissions (kt of CO2 equivalent) |
| Military expenditure (% of GDP) |
| Military expenditure (% of general government expenditure) |
| Mobile cellular subscriptions (per 100 people) |
| Mortality caused by road traffic injury (per 100,000 people) |
| 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 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$) |
| Net acquisition of financial assets (% of GDP) |
| Net barter terms of trade index (2000 = 100) |
| Net incurrence of liabilities, total (% of GDP) |
| Net investment in nonfinancial assets (% of GDP) |
| Net lending (+) / net borrowing (-) (% of GDP) |
| Net migration |
| Net official development assistance received (current US$) |
| New businesses registered (number) |
| Nitrous oxide emissions (thousand metric tons of CO2 equivalent) |
| Number of surgical procedures (per 100,000 population) |
| Official exchange rate (LCU per US$, period average) |
| Ores and metals exports (% of merchandise exports) |
| 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) |
| PPP conversion factor, GDP (LCU per international $) |
| Patent applications, nonresidents |
| Patent applications, residents |
| Permanent cropland (% of land area) |
| Persistence to last grade of primary, female (% of cohort) |
| Persistence to last grade of primary, male (% of cohort) |
| Personal remittances, received (current US$) |
| Plant species (higher), threatened |
| Population ages 0-14 (% of total population) |
| Population ages 15-64 (% of total population) |
| Population ages 65 and above (% of total population) |
| Population density (people per sq. km of land area) |
| Population growth (annual %) |
| Population in the largest city (% of urban population) |
| 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 living in slums (% of urban population) |
| Population, female (% of total population) |
| Population, total |
| Poverty gap at $1.90 a day (2011 PPP) (%) |
| Poverty headcount ratio at $1.90 a day (2011 PPP) (% of population) |
| Poverty headcount ratio at national poverty lines (% of population) |
| 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 under 5) |
| 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) |
| Price level ratio of PPP conversion factor (GDP) to market exchange rate |
| 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 (%) |
| 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) |
| Pupil-teacher ratio, primary |
| Rail lines (total route-km) |
| Real interest rate (%) |
| Refugee population by country or territory of asylum |
| Refugee population by country or territory of origin |
| 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) |
| Repeaters, primary, female (% of female enrollment) |
| Repeaters, primary, male (% of male enrollment) |
| Research and development expenditure (% of GDP) |
| Researchers in R&D (per million people) |
| Revenue, excluding grants (% of GDP) |
| Risk of catastrophic expenditure for surgical care (% of people at risk) |
| Risk of impoverishing expenditure for surgical care (% of people at risk) |
| Risk premium on lending (lending rate minus treasury bill rate, %) |
| Rural population |
| Rural population (% of total population) |
| S&P Global Equity Indices (annual % change) |
| 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) |
| Scientific and technical journal articles |
| Secure Internet servers (per 1 million people) |
| Short-term debt (% of total reserves) |
| Specialist surgical workforce (per 100,000 population) |
| Start-up procedures to register a business (number) |
| Start-up procedures to register a business, female (number) |
| Start-up procedures to register a business, male (number) |
| Statistical Capacity score (Overall average) |
| Stocks traded, total value (% of GDP) |
| Stocks traded, turnover ratio of domestic shares (%) |
| Strength of legal rights index (0=weak to 12=strong) |
| Surface area (sq. km) |
| Survey mean consumption or income per capita, bottom 40% of population (2011 PPP $ per day) |
| Survey mean consumption or income per capita, total population (2011 PPP $ per day) |
| Tax revenue (% of GDP) |
| Technical cooperation grants (BoP, current US$) |
| Technicians in R&D (per million people) |
| Teenage mothers (% of women ages 15-19 who have had children or are currently pregnant) |
| Terrestrial and marine protected areas (% of total territorial area) |
| Time required to get electricity (days) |
| Time required to start a business (days) |
| Time required to start a business, female (days) |
| Time required to start a business, male (days) |
| Time spent dealing with the requirements of government regulations (% of senior management time) |
| Total debt service (% of exports of goods, services and primary income) |
| Total greenhouse gas emissions (kt of CO2 equivalent) |
| Total natural resources rents (% of GDP) |
| Total reserves (includes gold, current US$) |
| Total tax and contribution rate (% of profit) |
| Trademark applications, direct nonresident |
| Trademark applications, direct resident |
| 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) |
| 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) |
| Unmet need for contraception (% of married women ages 15-49) |
| Urban population |
| Urban population (% of total population) |
| Use of IMF credit (DOD, current US$) |
| 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) |
| World Happiness Report (2019) |
