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Environment Social and Governance (ESG) Data was updated on July 29, 2025
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World Development Indicators was updated on July 1, 2025

Metadata Glossary

World Development Indicators

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Showing Results from 401 to 450 of 1731

E

Educational attainment, at least completed post-secondary, population 25+, female (%) (cumulative)
Dimension	Series
Database Name	World Development Indicators
Code	Source
SE.SEC.CUAT.PO.FE.ZS	Stat Bulk Data Download Service, UN Educational, Scientific and Cultural Organization (UNESCO), uri: https://uis.unesco.org/bdds, note: Link to the bulk files: https://apiportal.uis.unesco.org/bdds. Accessed September 19, 2023, publisher: UNESCO Institute for Statistics (UIS), type: Bulk file (csv), data accessed: 2024-04-23, date published: 2024-02
Description	The percentage of population ages 25 and over that attained or completed post-secondary non-tertiary education.
more

Educational attainment, at least completed post-secondary, population 25+, male (%) (cumulative)
Dimension	Series
Database Name	World Development Indicators
Code	Source
SE.SEC.CUAT.PO.MA.ZS	Stat Bulk Data Download Service, UN Educational, Scientific and Cultural Organization (UNESCO), uri: https://uis.unesco.org/bdds, note: Link to the bulk files: https://apiportal.uis.unesco.org/bdds. Accessed September 19, 2023, publisher: UNESCO Institute for Statistics (UIS), type: Bulk file (csv), data accessed: 2024-04-23, date published: 2024-02
Description	The percentage of population ages 25 and over that attained or completed post-secondary non-tertiary education.
more

Educational attainment, at least completed post-secondary, population 25+, total (%) (cumulative)
Dimension	Series
Database Name	World Development Indicators
Code	Source
SE.SEC.CUAT.PO.ZS	Stat Bulk Data Download Service, UN Educational, Scientific and Cultural Organization (UNESCO), uri: https://uis.unesco.org/bdds, note: Link to the bulk files: https://apiportal.uis.unesco.org/bdds. Accessed September 19, 2023, publisher: UNESCO Institute for Statistics (UIS), type: Bulk file (csv), data accessed: 2024-04-23, date published: 2024-02
Description	The percentage of population ages 25 and over that attained or completed post-secondary non-tertiary education.
more

Educational attainment, at least completed primary, population 25+ years, female (%) (cumulative)
Dimension	Series
Database Name	World Development Indicators
Code	Source
SE.PRM.CUAT.FE.ZS	Stat Bulk Data Download Service, UN Educational, Scientific and Cultural Organization (UNESCO), uri: https://uis.unesco.org/bdds, note: Link to the bulk files: https://apiportal.uis.unesco.org/bdds. Accessed September 19, 2023, publisher: UNESCO Institute for Statistics (UIS), type: Bulk file (csv), data accessed: 2024-04-23, date published: 2024-02
Description	The percentage of population ages 25 and over that attained or completed primary education.
more

Educational attainment, at least completed primary, population 25+ years, male (%) (cumulative)
Dimension	Series
Database Name	World Development Indicators
Code	Source
SE.PRM.CUAT.MA.ZS	Stat Bulk Data Download Service, UN Educational, Scientific and Cultural Organization (UNESCO), uri: https://uis.unesco.org/bdds, note: Link to the bulk files: https://apiportal.uis.unesco.org/bdds. Accessed September 19, 2023, publisher: UNESCO Institute for Statistics (UIS), type: Bulk file (csv), data accessed: 2024-04-23, date published: 2024-02
Description	The percentage of population ages 25 and over that attained or completed primary education.
more

Educational attainment, at least completed primary, population 25+ years, total (%) (cumulative)
Dimension	Series
Database Name	World Development Indicators
Code	Source
SE.PRM.CUAT.ZS	Stat Bulk Data Download Service, UN Educational, Scientific and Cultural Organization (UNESCO), uri: https://uis.unesco.org/bdds, note: Link to the bulk files: https://apiportal.uis.unesco.org/bdds. Accessed September 19, 2023, publisher: UNESCO Institute for Statistics (UIS), type: Bulk file (csv), data accessed: 2024-04-23, date published: 2024-02
Description	The percentage of population ages 25 and over that attained or completed primary education.
more

Educational attainment, at least completed short-cycle tertiary, population 25+, female (%) (cumulative)
Dimension	Series
Database Name	World Development Indicators
Code	Source
SE.TER.CUAT.ST.FE.ZS	Stat Bulk Data Download Service, UN Educational, Scientific and Cultural Organization (UNESCO), uri: https://uis.unesco.org/bdds, note: Link to the bulk files: https://apiportal.uis.unesco.org/bdds. Accessed September 19, 2023, publisher: UNESCO Institute for Statistics (UIS), type: Bulk file (csv), data accessed: 2024-04-23, date published: 2024-02
Description	The percentage of population ages 25 and over that attained or completed short-cycle tertiary education.
more

Educational attainment, at least completed short-cycle tertiary, population 25+, male (%) (cumulative)
Dimension	Series
Database Name	World Development Indicators
Code	Source
SE.TER.CUAT.ST.MA.ZS	Stat Bulk Data Download Service, UN Educational, Scientific and Cultural Organization (UNESCO), uri: https://uis.unesco.org/bdds, note: Link to the bulk files: https://apiportal.uis.unesco.org/bdds. Accessed September 19, 2023, publisher: UNESCO Institute for Statistics (UIS), type: Bulk file (csv), data accessed: 2024-04-23, date published: 2024-02
Description	The percentage of population ages 25 and over that attained or completed short-cycle tertiary education.
more

Educational attainment, at least completed short-cycle tertiary, population 25+, total (%) (cumulative)
Dimension	Series
Database Name	World Development Indicators
Code	Source
SE.TER.CUAT.ST.ZS	Stat Bulk Data Download Service, UN Educational, Scientific and Cultural Organization (UNESCO), uri: https://uis.unesco.org/bdds, note: Link to the bulk files: https://apiportal.uis.unesco.org/bdds. Accessed September 19, 2023, publisher: UNESCO Institute for Statistics (UIS), type: Bulk file (csv), data accessed: 2024-04-23, date published: 2024-02
Description	The percentage of population ages 25 and over that attained or completed short-cycle tertiary education.
more

Educational attainment, at least completed upper secondary, population 25+, female (%) (cumulative)
Dimension	Series
Database Name	World Development Indicators
Code	Source
SE.SEC.CUAT.UP.FE.ZS	Stat Bulk Data Download Service, UN Educational, Scientific and Cultural Organization (UNESCO), uri: https://uis.unesco.org/bdds, note: Link to the bulk files: https://apiportal.uis.unesco.org/bdds. Accessed September 19, 2023, publisher: UNESCO Institute for Statistics (UIS), type: Bulk file (csv), data accessed: 2024-04-23, date published: 2024-02
Description	The percentage of population ages 25 and over that attained or completed upper secondary education.
more

Educational attainment, at least completed upper secondary, population 25+, male (%) (cumulative)
Dimension	Series
Database Name	World Development Indicators
Code	Source
SE.SEC.CUAT.UP.MA.ZS	Stat Bulk Data Download Service, UN Educational, Scientific and Cultural Organization (UNESCO), uri: https://uis.unesco.org/bdds, note: Link to the bulk files: https://apiportal.uis.unesco.org/bdds. Accessed September 19, 2023, publisher: UNESCO Institute for Statistics (UIS), type: Bulk file (csv), data accessed: 2024-04-23, date published: 2024-02
Description	The percentage of population ages 25 and over that attained or completed upper secondary education.
more

Educational attainment, at least completed upper secondary, population 25+, total (%) (cumulative)
Dimension	Series
Database Name	World Development Indicators
Code	Source
SE.SEC.CUAT.UP.ZS	Stat Bulk Data Download Service, UN Educational, Scientific and Cultural Organization (UNESCO), uri: https://uis.unesco.org/bdds, note: Link to the bulk files: https://apiportal.uis.unesco.org/bdds. Accessed September 19, 2023, publisher: UNESCO Institute for Statistics (UIS), type: Bulk file (csv), data accessed: 2024-04-23, date published: 2024-02
Description	The percentage of population ages 25 and over that attained or completed upper secondary education.
more

Educational attainment, at least Master's or equivalent, population 25+, female (%) (cumulative)
Dimension	Series
Database Name	World Development Indicators
Code	Source
SE.TER.CUAT.MS.FE.ZS	Stat Bulk Data Download Service, UN Educational, Scientific and Cultural Organization (UNESCO), uri: https://uis.unesco.org/bdds, note: Link to the bulk files: https://apiportal.uis.unesco.org/bdds. Accessed September 19, 2023, publisher: UNESCO Institute for Statistics (UIS), type: Bulk file (csv), data accessed: 2024-04-23, date published: 2024-02
Description	The percentage of population ages 25 and over that attained or completed Master's or equivalent.
more

Educational attainment, at least Master's or equivalent, population 25+, male (%) (cumulative)
Dimension	Series
Database Name	World Development Indicators
Code	Source
SE.TER.CUAT.MS.MA.ZS	Stat Bulk Data Download Service, UN Educational, Scientific and Cultural Organization (UNESCO), uri: https://uis.unesco.org/bdds, note: Link to the bulk files: https://apiportal.uis.unesco.org/bdds. Accessed September 19, 2023, publisher: UNESCO Institute for Statistics (UIS), type: Bulk file (csv), data accessed: 2024-04-23, date published: 2024-02
Description	The percentage of population ages 25 and over that attained or completed Master's or equivalent.
more

Educational attainment, at least Master's or equivalent, population 25+, total (%) (cumulative)
Dimension	Series
Database Name	World Development Indicators
Code	Source
SE.TER.CUAT.MS.ZS	Stat Bulk Data Download Service, UN Educational, Scientific and Cultural Organization (UNESCO), uri: https://uis.unesco.org/bdds, note: Link to the bulk files: https://apiportal.uis.unesco.org/bdds. Accessed September 19, 2023, publisher: UNESCO Institute for Statistics (UIS), type: Bulk file (csv), data accessed: 2024-04-23, date published: 2024-02
Description	The percentage of population ages 25 and over that attained or completed Master's or equivalent.
more

Educational attainment, Doctoral or equivalent, population 25+, female (%) (cumulative)
Dimension	Series
Database Name	World Development Indicators
Code	Source
SE.TER.CUAT.DO.FE.ZS	Stat Bulk Data Download Service, UN Educational, Scientific and Cultural Organization (UNESCO), uri: https://uis.unesco.org/bdds, note: Link to the bulk files: https://apiportal.uis.unesco.org/bdds. Accessed September 19, 2023, publisher: UNESCO Institute for Statistics (UIS), type: Bulk file (csv), data accessed: 2024-04-23, date published: 2024-02
Description	The percentage of population ages 25 and over that attained or completed Doctoral or equivalent.
more

Educational attainment, Doctoral or equivalent, population 25+, male (%) (cumulative)
Dimension	Series
Database Name	World Development Indicators
Code	Source
SE.TER.CUAT.DO.MA.ZS	Stat Bulk Data Download Service, UN Educational, Scientific and Cultural Organization (UNESCO), uri: https://uis.unesco.org/bdds, note: Link to the bulk files: https://apiportal.uis.unesco.org/bdds. Accessed September 19, 2023, publisher: UNESCO Institute for Statistics (UIS), type: Bulk file (csv), data accessed: 2024-04-23, date published: 2024-02
Description	The percentage of population ages 25 and over that attained or completed Doctoral or equivalent.
more

Educational attainment, Doctoral or equivalent, population 25+, total (%) (cumulative)
Dimension	Series
Database Name	World Development Indicators
Code	Source
SE.TER.CUAT.DO.ZS	Stat Bulk Data Download Service, UN Educational, Scientific and Cultural Organization (UNESCO), uri: https://uis.unesco.org/bdds, note: Link to the bulk files: https://apiportal.uis.unesco.org/bdds. Accessed September 19, 2023, publisher: UNESCO Institute for Statistics (UIS), type: Bulk file (csv), data accessed: 2024-04-23, date published: 2024-02
Description	The percentage of population ages 25 and over that attained or completed Doctoral or equivalent.
more

Electric power consumption (kWh per capita)
Dimension	Series
Database Name	World Development Indicators
Code	Source
EG.USE.ELEC.KH.PC	IEA Energy Statistics Data Browser, International Energy Agency (IEA), uri: https://www.iea.org/data-and-statistics/data-tools/energy-statistics-data-browser, publisher: International Energy Agency (IEA), data accessed: 2025-03-25
Description	Electric power consumption measures the production of power plants and combined heat and power plants less transmission, distribution, and transformation losses and own use by heat and power plants.
more

Electric power consumption (kWh)
Dimension	Series
Database Name	World Development Indicators
Code	Source
EG.USE.ELEC.KH	IEA Statistics © OECD/IEA 2014 (http://www.iea.org/stats/index.asp), subject to https://www.iea.org/t&c/termsandconditions/
Description	Electric power consumption measures the production of power plants and combined heat and power plants less transmission, distribution, and transformation losses and own use by heat and power plants.
more

Electric power transmission and distribution losses (% of output)
Dimension	Series
Database Name	World Development Indicators
Code	Source
EG.ELC.LOSS.ZS	IEA Energy Statistics Data Browser, International Energy Agency (IEA), uri: https://www.iea.org/data-and-statistics/data-tools/energy-statistics-data-browser, publisher: International Energy Agency (IEA), data accessed: 2025-03-25
Description	Electric power transmission and distribution losses include losses in transmission between sources of supply and points of distribution and in the distribution to consumers, including pilferage. The losses are expressed as a share of the total output.
more

Electric power transmission and distribution losses (kWh)
Dimension	Series
Database Name	World Development Indicators
Code	Source
EG.ELC.LOSS.KH	IEA Statistics © OECD/IEA 2014 (http://www.iea.org/stats/index.asp), subject to https://www.iea.org/t&c/termsandconditions/
Description	Electric power transmission and distribution losses include losses in transmission between sources of supply and points of distribution and in the distribution to consumers, including pilferage.
more

Electricity production (kWh)
Dimension	Series
Database Name	World Development Indicators
Code	Source
EG.ELC.PROD.KH	IEA Statistics © OECD/IEA 2014 (http://www.iea.org/stats/index.asp), subject to https://www.iea.org/t&c/termsandconditions/
Description	Electricity production is measured at the terminals of all alternator sets in a station. In addition to hydropower, coal, oil, gas, and nuclear power generation, it covers generation by geothermal, solar, wind, and tide and wave energy, as well as that from combustible renewables and waste. Production includes the output of electricity plants that are designed to produce electricity only as well as that of combined heat and power plants.
more

Electricity production from coal sources (% of total)
Dimension	Series
Database Name	World Development Indicators
Code	Source
EG.ELC.COAL.ZS	IEA Energy Statistics Data Browser, International Energy Agency (IEA), uri: https://www.iea.org/data-and-statistics/data-tools/energy-statistics-data-browser, publisher: International Energy Agency (IEA), data accessed: 2025-03-25
Description	The share of electricity production from coal sources of total electricity production. Sources of electricity refer to the inputs used to generate electricity. Coal refers to all coal and brown coal, both primary (including hard coal and lignite-brown coal) and derived fuels (including patent fuel, coke oven coke, gas coke, coke oven gas, and blast furnace gas). Peat is also included in this category.
more

Electricity production from coal sources (kWh)
Dimension	Series
Database Name	World Development Indicators
Code	Source
EG.ELC.COAL.KH	IEA Statistics © OECD/IEA 2014 (http://www.iea.org/stats/index.asp), subject to https://www.iea.org/t&c/termsandconditions/
Description	Sources of electricity refer to the inputs used to generate electricity. Coal refers to all coal and brown coal, both primary (including hard coal and lignite-brown coal) and derived fuels (including patent fuel, coke oven coke, gas coke, coke oven gas, and blast furnace gas). Peat is also included in this category.
more

Electricity production from hydroelectric sources (% of total)
Dimension	Series
Database Name	World Development Indicators
Code	Source
EG.ELC.HYRO.ZS	IEA Energy Statistics Data Browser, International Energy Agency (IEA), uri: https://www.iea.org/data-and-statistics/data-tools/energy-statistics-data-browser, publisher: International Energy Agency (IEA), data accessed: 2025-03-25
Description	The share of electricity production from hydroelectric sources of total electricity production. Sources of electricity refer to the inputs used to generate electricity. Hydropower refers to electricity produced by hydroelectric power plants.
more

Electricity production from hydroelectric sources (kWh)
Dimension	Series
Database Name	World Development Indicators
Code	Source
EG.ELC.HYRO.KH	IEA Statistics © OECD/IEA 2014 (http://www.iea.org/stats/index.asp), subject to https://www.iea.org/t&c/termsandconditions/
Description	Sources of electricity refer to the inputs used to generate electricity. Hydropower refers to electricity produced by hydroelectric power plants.
more

Electricity production from natural gas sources (% of total)
Dimension	Series
Database Name	World Development Indicators
Code	Source
EG.ELC.NGAS.ZS	IEA Energy Statistics Data Browser, International Energy Agency (IEA), uri: https://www.iea.org/data-and-statistics/data-tools/energy-statistics-data-browser, publisher: International Energy Agency (IEA), data accessed: 2025-03-25
Description	The share of electricity production from natural gas sources of total electricity production. Sources of electricity refer to the inputs used to generate electricity. Gas refers to natural gas but excludes natural gas liquids.
more

Electricity production from natural gas sources (kWh)
Dimension	Series
Database Name	World Development Indicators
Code	Source
EG.ELC.NGAS.KH	IEA Statistics © OECD/IEA 2014 (http://www.iea.org/stats/index.asp), subject to https://www.iea.org/t&c/termsandconditions/
Description	Sources of electricity refer to the inputs used to generate electricity. Gas refers to natural gas but excludes natural gas liquids.
more

Electricity production from nuclear sources (% of total)
Dimension	Series
Database Name	World Development Indicators
Code	Source
EG.ELC.NUCL.ZS	IEA Energy Statistics Data Browser, International Energy Agency (IEA), uri: https://www.iea.org/data-and-statistics/data-tools/energy-statistics-data-browser, publisher: International Energy Agency (IEA), data accessed: 2025-03-25
Description	The share of electricity production from nuclear sources of total electricity production. Sources of electricity refer to the inputs used to generate electricity. Nuclear power refers to electricity produced by nuclear power plants.
more

Electricity production from nuclear sources (kWh)
Dimension	Series
Database Name	World Development Indicators
Code	Source
EG.ELC.NUCL.KH	IEA Statistics © OECD/IEA 2014 (http://www.iea.org/stats/index.asp), subject to https://www.iea.org/t&c/termsandconditions/
Description	Sources of electricity refer to the inputs used to generate electricity. Nuclear power refers to electricity produced by nuclear power plants.
more

Electricity production from oil sources (% of total)
Dimension	Series
Database Name	World Development Indicators
Code	Source
EG.ELC.PETR.ZS	IEA Energy Statistics Data Browser, International Energy Agency (IEA), uri: https://www.iea.org/data-and-statistics/data-tools/energy-statistics-data-browser, publisher: International Energy Agency (IEA), data accessed: 2025-03-25
Description	The share of electricity production from oil sources of total electricity production. Sources of electricity refer to the inputs used to generate electricity. Oil refers to crude oil and petroleum products.
more

Electricity production from oil sources (kWh)
Dimension	Series
Database Name	World Development Indicators
Code	Source
EG.ELC.PETR.KH	IEA Statistics © OECD/IEA 2014 (http://www.iea.org/stats/index.asp), subject to https://www.iea.org/t&c/termsandconditions/
Description	Sources of electricity refer to the inputs used to generate electricity. Oil refers to crude oil and petroleum products.
more

Electricity production from oil, gas and coal sources (% of total)
Dimension	Series
Database Name	World Development Indicators
Code	Source
EG.ELC.FOSL.ZS	IEA Energy Statistics Data Browser, International Energy Agency (IEA), uri: https://www.iea.org/data-and-statistics/data-tools/energy-statistics-data-browser, publisher: International Energy Agency (IEA), data accessed: 2025-03-25
Description	The share of electricity production from oil. gas and coal sources of total electricity production. Sources of electricity refer to the inputs used to generate electricity. Oil refers to crude oil and petroleum products. Gas refers to natural gas but excludes natural gas liquids. Coal refers to all coal and brown coal, both primary (including hard coal and lignite-brown coal) and derived fuels (including patent fuel, coke oven coke, gas coke, coke oven gas, and blast furnace gas). Peat is also included in this category.
more

Electricity production from renewable sources (kWh)
Dimension	Series
Database Name	World Development Indicators
Code	Source
EG.ELC.RNEW.KH	IEA Statistics © OECD/IEA 2014 (http://www.iea.org/stats/index.asp), subject to https://www.iea.org/t&c/termsandconditions/
Description	Electricity production from renewable sources includes hydropower, geothermal, solar, tides, wind, biomass, and biofuels.
more

Electricity production from renewable sources, excluding hydroelectric (% of total)
Dimension	Series
Database Name	World Development Indicators
Code	Source
EG.ELC.RNWX.ZS	IEA Energy Statistics Data Browser, International Energy Agency (IEA), uri: https://www.iea.org/data-and-statistics/data-tools/energy-statistics-data-browser, publisher: International Energy Agency (IEA), data accessed: 2025-03-25
Description	The share of electricity production from renewable sources of total electricity production. Electricity production from renewable sources, excluding hydroelectric, includes geothermal, solar, tides, wind, biomass, and biofuels.
more

Electricity production from renewable sources, excluding hydroelectric (kWh)
Dimension	Series
Database Name	World Development Indicators
Code	Source
EG.ELC.RNWX.KH	IEA Energy Statistics Data Browser, International Energy Agency (IEA), uri: https://www.iea.org/data-and-statistics/data-tools/energy-statistics-data-browser, publisher: International Energy Agency (IEA), data accessed: 2025-03-25
Description	Electricity production from renewable sources in kilowatt-hour (kWh), excluding hydroelectric, includes geothermal, solar, tides, wind, biomass, and biofuels.
more

Employers, female (% of female employment) (modeled ILO estimate)
Dimension	Series
Database Name	World Development Indicators
Code	Source
SL.EMP.MPYR.FE.ZS	ILO Modelled Estimates database (ILOEST), International Labour Organization (ILO), uri: https://ilostat.ilo.org/data/bulk/, publisher: ILOSTAT, type: external database, data accessed: January 07, 2025
Description	Employers are those workers who, working on their own account or with one or a few partners, hold the type of jobs defined as a "self-employment jobs" i.e. jobs where the remuneration is directly dependent upon the profits derived from the goods and services produced), and, in this capacity, have engaged, on a continuous basis, one or more persons to work for them as employee(s).
more

Employers, male (% of male employment) (modeled ILO estimate)
Dimension	Series
Database Name	World Development Indicators
Code	Source
SL.EMP.MPYR.MA.ZS	ILO Modelled Estimates database (ILOEST), International Labour Organization (ILO), uri: https://ilostat.ilo.org/data/bulk/, publisher: ILOSTAT, type: external database, data accessed: January 07, 2025
Description	Employers are those workers who, working on their own account or with one or a few partners, hold the type of jobs defined as a "self-employment jobs" i.e. jobs where the remuneration is directly dependent upon the profits derived from the goods and services produced), and, in this capacity, have engaged, on a continuous basis, one or more persons to work for them as employee(s).
more

Employers, total (% of total employment) (modeled ILO estimate)
Dimension	Series
Database Name	World Development Indicators
Code	Source
SL.EMP.MPYR.ZS	ILO Modelled Estimates database (ILOEST), International Labour Organization (ILO), uri: https://ilostat.ilo.org/data/bulk/, publisher: ILOSTAT, type: external database, data accessed: January 07, 2025
Description	Employers are those workers who, working on their own account or with one or a few partners, hold the type of jobs defined as a "self-employment jobs" i.e. jobs where the remuneration is directly dependent upon the profits derived from the goods and services produced), and, in this capacity, have engaged, on a continuous basis, one or more persons to work for them as employee(s).
more

Employment in agriculture (% of total employment) (modeled ILO estimate)
Dimension	Series
Database Name	World Development Indicators
Code	Source
SL.AGR.EMPL.ZS	ILO Modelled Estimates database (ILOEST), International Labour Organization (ILO), uri: https://ilostat.ilo.org/data/bulk/, publisher: ILOSTAT, type: external database, data accessed: January 07, 2025
Description	Employment is defined as persons of working age who were engaged in any activity to produce goods or provide services for pay or profit, whether at work during the reference period or not at work due to temporary absence from a job, or to working-time arrangement. The agriculture sector consists of activities in agriculture, hunting, forestry and fishing, in accordance with division 1 (ISIC 2) or categories A-B (ISIC 3) or category A (ISIC 4).
more

Employment in agriculture, female (% of female employment) (modeled ILO estimate)
Dimension	Series
Database Name	World Development Indicators
Code	Source
SL.AGR.EMPL.FE.ZS	ILO Modelled Estimates database (ILOEST), International Labour Organization (ILO), uri: https://ilostat.ilo.org/data/bulk/, publisher: ILOSTAT, type: external database, data accessed: January 07, 2025
Description	Employment is defined as persons of working age who were engaged in any activity to produce goods or provide services for pay or profit, whether at work during the reference period or not at work due to temporary absence from a job, or to working-time arrangement. The agriculture sector consists of activities in agriculture, hunting, forestry and fishing, in accordance with division 1 (ISIC 2) or categories A-B (ISIC 3) or category A (ISIC 4).
more

Employment in agriculture, male (% of male employment) (modeled ILO estimate)
Dimension	Series
Database Name	World Development Indicators
Code	Source
SL.AGR.EMPL.MA.ZS	ILO Modelled Estimates database (ILOEST), International Labour Organization (ILO), uri: https://ilostat.ilo.org/data/bulk/, publisher: ILOSTAT, type: external database, data accessed: January 07, 2025
Description	Employment is defined as persons of working age who were engaged in any activity to produce goods or provide services for pay or profit, whether at work during the reference period or not at work due to temporary absence from a job, or to working-time arrangement. The agriculture sector consists of activities in agriculture, hunting, forestry and fishing, in accordance with division 1 (ISIC 2) or categories A-B (ISIC 3) or category A (ISIC 4).
more

Employment in industry (% of total employment) (modeled ILO estimate)
Dimension	Series
Database Name	World Development Indicators
Code	Source
SL.IND.EMPL.ZS	ILO Modelled Estimates database (ILOEST), International Labour Organization (ILO), uri: https://ilostat.ilo.org/data/bulk/, publisher: ILOSTAT, type: external database, data accessed: January 07, 2025
Description	Employment is defined as persons of working age who were engaged in any activity to produce goods or provide services for pay or profit, whether at work during the reference period or not at work due to temporary absence from a job, or to working-time arrangement. The industry sector consists of mining and quarrying, manufacturing, construction, and public utilities (electricity, gas, and water), in accordance with divisions 2-5 (ISIC 2) or categories C-F (ISIC 3) or categories B-F (ISIC 4).
more

Employment in industry, female (% of female employment) (modeled ILO estimate)
Dimension	Series
Database Name	World Development Indicators
Code	Source
SL.IND.EMPL.FE.ZS	ILO Modelled Estimates database (ILOEST), International Labour Organization (ILO), uri: https://ilostat.ilo.org/data/bulk/, publisher: ILOSTAT, type: external database, data accessed: January 07, 2025
Description	Employment is defined as persons of working age who were engaged in any activity to produce goods or provide services for pay or profit, whether at work during the reference period or not at work due to temporary absence from a job, or to working-time arrangement. The industry sector consists of mining and quarrying, manufacturing, construction, and public utilities (electricity, gas, and water), in accordance with divisions 2-5 (ISIC 2) or categories C-F (ISIC 3) or categories B-F (ISIC 4).
more

Employment in industry, male (% of male employment) (modeled ILO estimate)
Dimension	Series
Database Name	World Development Indicators
Code	Source
SL.IND.EMPL.MA.ZS	ILO Modelled Estimates database (ILOEST), International Labour Organization (ILO), uri: https://ilostat.ilo.org/data/bulk/, publisher: ILOSTAT, type: external database, data accessed: January 07, 2025
Description	Employment is defined as persons of working age who were engaged in any activity to produce goods or provide services for pay or profit, whether at work during the reference period or not at work due to temporary absence from a job, or to working-time arrangement. The industry sector consists of mining and quarrying, manufacturing, construction, and public utilities (electricity, gas, and water), in accordance with divisions 2-5 (ISIC 2) or categories C-F (ISIC 3) or categories B-F (ISIC 4).
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Employment in services (% of total employment) (modeled ILO estimate)
Dimension	Series
Database Name	World Development Indicators
Code	Source
SL.SRV.EMPL.ZS	ILO Modelled Estimates database (ILOEST), International Labour Organization (ILO), uri: https://ilostat.ilo.org/data/bulk/, publisher: ILOSTAT, type: external database, data accessed: January 07, 2025
Description	Employment is defined as persons of working age who were engaged in any activity to produce goods or provide services for pay or profit, whether at work during the reference period or not at work due to temporary absence from a job, or to working-time arrangement. The services sector consists of wholesale and retail trade and restaurants and hotels; transport, storage, and communications; financing, insurance, real estate, and business services; and community, social, and personal services, in accordance with divisions 6-9 (ISIC 2) or categories G-Q (ISIC 3) or categories G-U (ISIC 4).
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Employment in services, female (% of female employment) (modeled ILO estimate)
Dimension	Series
Database Name	World Development Indicators
Code	Source
SL.SRV.EMPL.FE.ZS	ILO Modelled Estimates database (ILOEST), International Labour Organization (ILO), uri: https://ilostat.ilo.org/data/bulk/, publisher: ILOSTAT, type: external database, data accessed: January 07, 2025
Description	Employment is defined as persons of working age who were engaged in any activity to produce goods or provide services for pay or profit, whether at work during the reference period or not at work due to temporary absence from a job, or to working-time arrangement. The services sector consists of wholesale and retail trade and restaurants and hotels; transport, storage, and communications; financing, insurance, real estate, and business services; and community, social, and personal services, in accordance with divisions 6-9 (ISIC 2) or categories G-Q (ISIC 3) or categories G-U (ISIC 4).
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Employment in services, male (% of male employment) (modeled ILO estimate)
Dimension	Series
Database Name	World Development Indicators
Code	Source
SL.SRV.EMPL.MA.ZS	ILO Modelled Estimates database (ILOEST), International Labour Organization (ILO), uri: https://ilostat.ilo.org/data/bulk/, publisher: ILOSTAT, type: external database, data accessed: January 07, 2025
Description	Employment is defined as persons of working age who were engaged in any activity to produce goods or provide services for pay or profit, whether at work during the reference period or not at work due to temporary absence from a job, or to working-time arrangement. The services sector consists of wholesale and retail trade and restaurants and hotels; transport, storage, and communications; financing, insurance, real estate, and business services; and community, social, and personal services, in accordance with divisions 6-9 (ISIC 2) or categories G-Q (ISIC 3) or categories G-U (ISIC 4).
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Employment to population ratio, 15+, female (%) (modeled ILO estimate)
Dimension	Series
Database Name	World Development Indicators
Code	Source
SL.EMP.TOTL.SP.FE.ZS	ILO Modelled Estimates database (ILOEST), International Labour Organization (ILO), uri: https://ilostat.ilo.org/data/bulk/, publisher: ILOSTAT, type: external database, data accessed: January 07, 2025
Description	Employment to population ratio is the proportion of a country's population that is employed.
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