Population
64.7k persons, 1 July latest value, 2023
Population on 1 July. UN estimate to 2023, medium variant from 2024; past UN revisions for forecast checks.
All indicators of the Macroscope base for Bermuda, with sources. Below: what past UN and IMF releases projected and what actually happened.
Computed with the same code as the observations under the main chart and in the API (get_insights). Moving together in time does not prove a cause.
Solid line: actual data, UN WPP 2024 estimates; births and fertility from national statistics from the last year they matched the UN estimate (the UN's figures for the latest years are partly its own projection). Dashed: medium variants of past UN revisions. The table shows what each revision expected for the latest year (or five-year period) with actual data.
| Release | Target period | Horizon | Expected | Actual | Actual vs expected |
|---|---|---|---|---|---|
| UN 1998 | 2023 | 25 years | 74.9k | 64.7k | −13.6% |
| UN 2000 | 2023 | 23 years | 72.1k | 64.7k | −10.3% |
| UN 2002 | 2023 | 21 years | 90k | 64.7k | −28.1% |
| UN 2004 | 2023 | 19 years | 66k | 64.7k | −1.9% |
| UN 2006 | 2023 | 17 years | 66k | 64.7k | −1.9% |
| UN 2008 | 2023 | 15 years | 66k | 64.7k | −1.9% |
| UN 2010 | 2023 | 13 years | 66.4k | 64.7k | −2.5% |
| UN 2012 | 2023 | 11 years | 66.3k | 64.7k | −2.5% |
| UN 2015 | 2023 | 8 years | 60.3k | 64.7k | +7.4% |
| UN 2017 | 2023 | 6 years | 60.3k | 64.7k | +7.4% |
| UN 2019 | 2023 | 4 years | 61.8k | 64.7k | +4.7% |
| UN 2022 | 2023 | 1 year | 64.1k | 64.7k | +1% |
| Release | Target period | Horizon | Expected | Actual | Actual vs expected |
|---|---|---|---|---|---|
| UN 2022 | 2023 | 1 year | 0.47k | 0.52k | +11.1% |
| Release | Target period | Horizon | Expected | Actual | Actual vs expected |
|---|---|---|---|---|---|
| UN 2022 | 2023 | 1 year | 1.37 | 1.40 | +2.1% |
| Release | Target period | Horizon | Expected | Actual | Actual vs expected |
|---|---|---|---|---|---|
| UN 2022 | 2023 | 1 year | 1 | 1 | −3.9% |
| Release | Target period | Horizon | Expected | Actual | Actual vs expected |
|---|---|---|---|---|---|
| UN 2022 | 2023 | 1 year | 2.1 | 2 | −3.5% |
| Release | Target period | Horizon | Expected | Actual | Actual vs expected |
|---|---|---|---|---|---|
| UN 2022 | 2023 | 1 year | 0 | 0 | 0k a year |
| Release | Target period | Horizon | Expected | Actual | Actual vs expected |
|---|---|---|---|---|---|
| UN 2022 | 2023 | 1 year | 84.6 | 85.7 | +1.1 yrs |
| Release | Target period | Horizon | Expected | Actual | Actual vs expected |
|---|---|---|---|---|---|
| UN 2022 | 2023 | 1 year | 78.7 | 78.9 | +0.2 yrs |
* The five-year period is not over: the projection is compared with the mean of its years so far (UN facts end in 2023).
64.7k persons, 1 July latest value, 2023
Population on 1 July. UN estimate to 2023, medium variant from 2024; past UN revisions for forecast checks.
0.52k births per year latest value, 2023
Live births per calendar year. UN WPP 2024 and national statistics (64 countries, 2015-2025).
1 thousand deaths per year latest value, 2023
Deaths per calendar year (UN estimate to 2023, medium variant from 2024); past UN revisions for forecast checks.
−0.1 thousand persons per year latest value, 2023
Births minus deaths in the year (UN). Negative: natural decrease, more deaths than births.
−0.8 per 1,000 population per year latest value, 2023
Births minus deaths in the year per 1,000 people (UN). With the net migration rate it makes up population growth.
20.8 years latest value, 2023
Years a person aged 65 would still live at the mortality rates of the year; both sexes (UN).
2 deaths under age 1 per 1,000 live births latest value, 2023
Children per 1,000 live births who die before their first birthday (UN); past UN revisions for forecast checks.
1.40 children per woman latest value, 2023
Average number of children a woman would have at the age-specific fertility rates of the year.
85.7 years latest value, 2023
Years a newborn girl would live at the mortality rates of the year (UN).
78.9 years latest value, 2023
Years a newborn boy would live at the mortality rates of the year (UN).
45.1 years latest value, 2023
Age that divides the population in two halves (UN).
32.1 years latest value, 2023
Mean age of mothers at the birth of their children of any order (UN).
104 boys per 100 girls latest value, 2023
Boys born per 100 girls born (UN).
4.79 marriages per 1,000 people latest value, 2023
Marriages in the year per 1,000 people: marriages from national offices (Korea, Japan, Taiwan, China, the USA, the UK, Russia, Brazil and others, where they publish more than the international databases), Eurostat and the UN, divided by the UN WPP 2024 population. Where most births are within marriage, marriages come before births.
Source: UN Demographic Statistics Database (UNdata) and Demographic Yearbook
0.31k marriages a year latest value, 2023
Marriages in the year (couples). National offices (Korea, Japan, Taiwan, China, the USA, the UK, Russia, Brazil and others), Eurostat for Europe, the UN for the rest; by year of registration or of occurrence, as each country counts.
Source: UN Demographic Statistics Database (UNdata) and Demographic Yearbook
1.5 births per 1,000 women aged 15-19 latest value, 2024
Births to women aged 15-19 per 1,000 women of that age (World Bank, from UN World Population Prospects).
30.6 persons 65+ per 100 aged 20-64 latest value, 2020
Persons aged 65+ per 100 aged 20-64, every five years (UN).
9 thousand persons, 1 July latest value, 2023
Children aged 0-14 on 1 July: the sum of the five-year groups 0-4, 5-9 and 10-14 (UN; estimate to 2023, medium variant from 2024).
3 thousand persons, 1 July latest value, 2023
Children aged 0-4 on 1 July (UN; estimate to 2023, medium variant from 2024).
14 thousand persons, 1 July latest value, 2023
People aged 65 and over on 1 July: the sum of the five-year groups from 65-69 to 100+ (UN; estimate to 2023, medium variant from 2024).
3 thousand persons, 1 July latest value, 2023
People aged 80 and over on 1 July: the sum of the five-year groups from 80-84 to 100+ (UN; estimate to 2023, medium variant from 2024).
0 persons per year latest value, 2023
Immigrants minus emigrants per year (UN estimate and projection). Past UN revisions for forecast checks.
0 per 1,000 population per year latest value, 2023
Immigrants minus emigrants per year per 1,000 people: UN net migration divided by the population on 1 July. Comparable across countries of any size.
23.7 % of GDP latest value, 2023
Money sent home by people working or living abroad, percent of the receiving country's GDP (World Bank, from IMF balance of payments data).
31.2 % of population latest value, 2024
People born in another country (foreign citizens where birthplace is not recorded) as a share of the population at mid-year (UN, every five years and 2024).
20.2k persons latest value, 2024
Number of people born in another country (or foreign citizens) living in the country at mid-year (UN).
1.7 % of home population latest value, 2024
People from the country (born there or its citizens) living in other countries, as a percentage of the population living in the country (UN, International Migrant Stock 2024).
1.1k persons latest value, 2024
Number of people from the country (born there or its citizens) living in other countries at mid-year (UN).
0.01k persons, end of year latest value, 2025
Refugees and other people in need of international protection from the country living abroad (UNHCR). Palestine refugees under UNRWA's mandate are not included, so the figure for Palestine is far too low.
Source: UNHCR Refugee Data Finder
0.1 per 1,000 population of the country latest value, 2025
Refugees and other people in need of international protection from the country per 1,000 people living in it (UNHCR; population: UN WPP 2024). UNRWA refugees not included.
Source: UNHCR Refugee Data Finder
104,300 constant 2021 international $ latest value, 2024
Gross domestic product per person at purchasing power parity, constant 2021 international dollars (World Bank, ICP).
100 % of population latest value, 2025
Share of people living in urban areas as defined by national statistical offices (World Bank, from UN World Urbanization Prospects).
20.9 % gross latest value, 2023
Women enrolled in tertiary education as a share of women in the five-year age group after secondary school; can exceed 100 (UNESCO).
89.3 % of women 25+ latest value, 2016
Share of women aged 25+ who completed at least upper secondary education (UNESCO).
82.5 years latest value, 2024
Life expectancy at birth, both sexes (World Bank, from UN and national statistics).
98.4 % of population latest value, 2017
Share of individuals who used the Internet in the last three months from any device. ITU data.
96.7 per 100 people latest value, 2024
Active mobile cellular subscriptions per 100 people; can exceed 100 when people have several SIM cards. ITU data.
51.3 subscriptions per 100 people latest value, 2024
Fixed subscriptions to high-speed Internet (256 kbit/s or more) per 100 people. ITU data.
0 persons a year latest value, 2025
Deaths in state-based conflict, non-state conflict and one-sided violence against civilians, by where the events took place (UCDP GED, best estimate). 0 means no organised violence above UCDP thresholds (25 deaths a year in one conflict). Events in Gaza and the West Bank are counted for Palestine.
0 per 100,000 people a year latest value, 2025
Deaths in organised violence (UCDP GED) per 100,000 people (population: UN WPP 2024).
0 0 none, 1 minor, 2 war latest value, 2025
Strongest armed conflict of the year in which the government or territory of the country is disputed (UCDP/PRIO ACD): 1 = 25-999 battle-related deaths, 2 = war, 1,000 or more. In interstate conflicts every primary party is marked even if the fighting was elsewhere (the USA in Iraq, 2003). Historical states are mapped to present-day countries by territory (USSR, Yugoslavia, South Vietnam and others).
0 persons a year latest value, 2025
Soldiers and civilians killed in combat in state-based armed conflicts on the territory of the country. 1946-1988: PRIO Battle Deaths (best estimate, else the low one; a conflict of several countries split equally); from 1989: UCDP GED by place of the events. For the same conflicts in 1989-2008 PRIO is 1.6 times UCDP, so the drop in 1989 is partly a change of source. One-sided violence against civilians is not included.
0 per 100,000 people a year latest value, 2025
Battle deaths on the territory of the country (PRIO to 1988, UCDP GED from 1989) per 100,000 people (population: UN WPP 2024), from 1950.
6.2 per 100,000 people latest value, 2023
An intentional homicide is defined as an unlawful death inflicted upon a person with the intent to cause death or serious injury.
2,517 kcal/cap/d latest value, 2025
FAOSTAT FS, Average dietary energy requirement (kcal/cap/day). Published exact annual central values only; missing/suppressed values and inequality bounds are excluded from the annual series. Source flags, units, period and release retained in typed tables. Food supply is availability, not actual intake; land areas are not prices; diet cost uses source PPP definitions; land temperature is relative to 1951–1980.
Source: FAO: FAOSTAT
0.9 Int$ (PPP) per person per day latest value, 2021
FAOSTAT CAHD, Cost of animal source foods. Published exact annual central values only; missing/suppressed values and inequality bounds are excluded from the annual series. Source flags, units, period and release retained in typed tables. Food supply is availability, not actual intake; land areas are not prices; diet cost uses source PPP definitions; land temperature is relative to 1951–1980.
Source: FAO: FAOSTAT
4.78 Int$ (PPP) per person per day latest value, 2025
FAOSTAT CAHD, Cost of a healthy diet (CoHD). Published exact annual central values only; missing/suppressed values and inequality bounds are excluded from the annual series. Source flags, units, period and release retained in typed tables. Food supply is availability, not actual intake; land areas are not prices; diet cost uses source PPP definitions; land temperature is relative to 1951–1980.
Source: FAO: FAOSTAT
0.37 Int$ (PPP) per person per day latest value, 2021
FAOSTAT CAHD, Cost of fruits. Published exact annual central values only; missing/suppressed values and inequality bounds are excluded from the annual series. Source flags, units, period and release retained in typed tables. Food supply is availability, not actual intake; land areas are not prices; diet cost uses source PPP definitions; land temperature is relative to 1951–1980.
Source: FAO: FAOSTAT
0.34 Int$ (PPP) per person per day latest value, 2021
FAOSTAT CAHD, Cost of legumes, nuts and seeds. Published exact annual central values only; missing/suppressed values and inequality bounds are excluded from the annual series. Source flags, units, period and release retained in typed tables. Food supply is availability, not actual intake; land areas are not prices; diet cost uses source PPP definitions; land temperature is relative to 1951–1980.
Source: FAO: FAOSTAT
0.15 Int$ (PPP) per person per day latest value, 2021
FAOSTAT CAHD, Cost of oils and fats. Published exact annual central values only; missing/suppressed values and inequality bounds are excluded from the annual series. Source flags, units, period and release retained in typed tables. Food supply is availability, not actual intake; land areas are not prices; diet cost uses source PPP definitions; land temperature is relative to 1951–1980.
Source: FAO: FAOSTAT
0.72 Int$ (PPP) per person per day latest value, 2021
FAOSTAT CAHD, Cost of starchy staples. Published exact annual central values only; missing/suppressed values and inequality bounds are excluded from the annual series. Source flags, units, period and release retained in typed tables. Food supply is availability, not actual intake; land areas are not prices; diet cost uses source PPP definitions; land temperature is relative to 1951–1980.
Source: FAO: FAOSTAT
1.07 Int$ (PPP) per person per day latest value, 2021
FAOSTAT CAHD, Cost of vegetables. Published exact annual central values only; missing/suppressed values and inequality bounds are excluded from the annual series. Source flags, units, period and release retained in typed tables. Food supply is availability, not actual intake; land areas are not prices; diet cost uses source PPP definitions; land temperature is relative to 1951–1980.
Source: FAO: FAOSTAT
44.3 % of GDP latest value, 2024
This field includes expenditure on goods and services by the Household and NPISH sector for the direct satisfaction of human needs or wants, whether individual or collective. This indicator is expressed as a percentage of Gross Domestic Product (GDP) which is the total income earned through the production of goods and services in an economic territory during an accounting period.
Source: Households and NPISHs final consumption expenditure (% of GDP)
49,423.6 constant 2015 US dollars latest value, 2024
This field includes expenditure on goods and services by the Household and NPISH sector for the direct satisfaction of human needs or wants, whether individual or collective. The core indicator has been divided by the general population to achieve a per capita estimate.This indicator is expressed in constant prices, meaning the series has been adjusted to account for price changes over time. The reference year for this adjustment is 2015. This indicator is expressed in United States dollars.
Source: Households and NPISHs Final consumption expenditure per capita (constant 2015 US$)
1,933 kcal/cap/d latest value, 2025
FAOSTAT FS, Minimum dietary energy requirement (kcal/cap/day). Published exact annual central values only; missing/suppressed values and inequality bounds are excluded from the annual series. Source flags, units, period and release retained in typed tables. Food supply is availability, not actual intake; land areas are not prices; diet cost uses source PPP definitions; land temperature is relative to 1951–1980.
Source: FAO: FAOSTAT
36.6 % of gross national income latest value, 2021
Net national savings are equal to gross national savings less the value of consumption of fixed capital. This indicator is expressed as a percentage of Gross National Income (GNI) which is the total income earned by all residents within an economic territory during an accounting period. It is equal to gross domestic product plus earned income receivable from abroad minus earned income payable abroad.
3.02 % latest value, 2025
FAOSTAT FS, Incidence of caloric losses at retail distribution level (percent). Published exact annual central values only; missing/suppressed values and inequality bounds are excluded from the annual series. Source flags, units, period and release retained in typed tables. Food supply is availability, not actual intake; land areas are not prices; diet cost uses source PPP definitions; land temperature is relative to 1951–1980.
Source: FAO: FAOSTAT
60.4 mean index 0–100 latest value, 2022
Mean daily national OxCGRT index with all days present, archived 2020–2022. Codes policies, not compliance, effectiveness or causal impact. Average follows source treatment of vaccination groups.
40.4 mean index 0–100 latest value, 2022
Mean daily national OxCGRT index with all days present, archived 2020–2022. Codes policies, not compliance, effectiveness or causal impact. Average follows source treatment of vaccination groups.
42.9 mean index 0–100 latest value, 2022
Mean daily national OxCGRT index with all days present, archived 2020–2022. Codes policies, not compliance, effectiveness or causal impact. Average follows source treatment of vaccination groups.
23.3 mean index 0–100 latest value, 2022
Mean daily national OxCGRT index with all days present, archived 2020–2022. Codes policies, not compliance, effectiveness or causal impact. Average follows source treatment of vaccination groups.
5,503 by report dates in year latest value, 2021
Sum of WHO weekly reports by report date in a completed year, requiring at least 50 nonmissing values. Reported events, not total infections/deaths. Negative revisions retained; testing and reporting coverage changed.
Source: WHO: reported COVID-19 data
13.4 % of people aged 20-79 latest value, 2024
Diabetes prevalence refers to the percentage of people ages 20-79 who have type 1 or type 2 diabetes. It is calculated by adjusting to a standard population age-structure.
6.3 per 1,000 people latest value, 1996
Hospital beds include inpatient beds available in public, private, general, and specialized hospitals and rehabilitation centers. In most cases beds for both acute and chronic care are included.
Source: Hospital beds (per 1,000 people)
34.1 % latest value, 2024
FAOSTAT FS, Prevalence of obesity in the adult population (18 years and older) (percent). Published exact annual central values only; missing/suppressed values and inequality bounds are excluded from the annual series. Source flags, units, period and release retained in typed tables. Food supply is availability, not actual intake; land areas are not prices; diet cost uses source PPP definitions; land temperature is relative to 1951–1980.
Source: FAO: FAOSTAT
1.8 per 1,000 people latest value, 1997
Physicians include generalist and specialist medical practitioners.
Source: Physicians (per 1,000 people)
3.1 per 100,000 people latest value, 2024
Incidence of tuberculosis is the estimated number of new and relapse tuberculosis cases arising in a given year, expressed as the rate per 100,000 population. All forms of TB are included, including cases in people living with HIV. Estimates for all years are recalculated as new information becomes available and techniques are refined, so they may differ from those published previously.
94,000,000 current US dollars latest value, 2020
International tourism receipts are expenditures by international inbound visitors, including payments to national carriers for international transport. These receipts include any other prepayment made for goods or services received in the destination country. They also may include receipts from same-day visitors, except when these are important enough to justify separate classification. For some countries they do not include receipts for passenger transport items. Data are in current U.S. dollars.
51,400 arrivals per year latest value, 2020
International inbound tourists (overnight visitors) are the number of tourists who travel to a country other than that in which they have their usual residence, but outside their usual environment, for a period not exceeding 12 months and whose main purpose in visiting is other than an activity remunerated from within the country visited. When data on number of tourists are not available, the number of visitors, which includes tourists, same-day visitors, cruise passengers, and crew members, is shown instead. Sources and collection methods for arrivals differ across countries. In some cases data are from border statistics (police, immigration, and the like) and supplemented by border surveys. In other cases data are from tourism accommodation establishments. For some countries number of arrivals is limited to arrivals by air and for others to arrivals staying in hotels. Some countries include arrivals of nationals residing abroad while others do not. Caution should thus be used in comparing arrivals across countries. The data on inbound tourists refer to the number of arrivals, not to the number of people traveling. Thus a person who makes several trips to a country during a given period is counted each time as a new arrival.
5.6 % of land area latest value, 2023
Agricultural land refers to the share of land area that is arable, under permanent crops, and under permanent pastures. Arable land includes land defined by the FAO as land under temporary crops (double-cropped areas are counted once), temporary meadows for mowing or for pasture, land under market or kitchen gardens, and land temporarily fallow. Land abandoned as a result of shifting cultivation is excluded. Land under permanent crops is land cultivated with crops that occupy the land for long periods and need not be replanted after each harvest, such as cocoa, coffee, and rubber. This category includes land under flowering shrubs, fruit trees, nut trees, and vines, but excludes land under trees grown for wood or timber. Permanent pasture is land used for five or more years for forage, including natural and cultivated crops.
5.6 % of land area latest value, 2023
Arable land includes land defined by the FAO as land under temporary crops (double-cropped areas are counted once), temporary meadows for mowing or for pasture, land under market or kitchen gardens, and land temporarily fallow. Land abandoned as a result of shifting cultivation is excluded.
Source: Arable land (% of land area)
100 % of population latest value, 2024
Access to electricity is the percentage of population with access to electricity. Electrification data are collected from industry, national surveys and international sources.
160 kg of nutrients per hectare latest value, 2023
Fertilizer consumption measures the quantity of plant nutrients used per unit of arable land. Fertilizer products cover nitrogenous, potash, and phosphate fertilizers (including ground rock phosphate). Traditional nutrients--animal and plant manures--are not included. For the purpose of data dissemination, FAO has adopted the concept of a calendar year (January to December). Some countries compile fertilizer data on a calendar year basis, while others are on a split-year basis. Arable land includes land defined by the FAO as land under temporary crops (double-cropped areas are counted once), temporary meadows for mowing or for pasture, land under market or kitchen gardens, and land temporarily fallow. Land abandoned as a result of shifting cultivation is excluded.
Source: Fertilizer consumption (kilograms per hectare of arable land)
18.5 % of land area latest value, 2023
Forest area (% of land area) is the share of total land area that is under natural or planted stands of trees of at least 5 meters in situ, whether productive or not, and excludes tree stands in agricultural production systems (for example, in fruit plantations and agroforestry systems) and trees in urban parks and gardens.
Source: Forest area (% of land area)
4.6 micrograms/m³, annual mean exposure latest value, 2023
Population-weighted exposure to ambient PM2.5 pollution is defined as the average level of exposure of a nation's population to concentrations of suspended particles measuring less than 2.5 microns in aerodynamic diameter, which are capable of penetrating deep into the respiratory tract and causing severe health damage. Exposure is calculated by weighting mean annual concentrations of PM2.5 by population in both urban and rural areas.
Source: PM2.5 air pollution, mean annual exposure (micrograms per cubic meter)
3.4 % of primary-school-age children latest value, 2012
Children out of school are the percentage of primary-school-age children who are not enrolled in primary or secondary school. Children in the official primary age group that are in preprimary education should be considered out of school.
1.9 % of GDP latest value, 2023
General government expenditure on education (current, capital, and transfers) is expressed as a percentage of GDP. It includes expenditure funded by transfers from international sources to government. General government usually refers to local, regional and central governments.
Source: Government expenditure on education, total (% of GDP)
102.2 % of relevant age group latest value, 2015
Primary completion rate, or gross intake ratio to the last grade of primary education, is the number of new entrants (enrollments minus repeaters) in the last grade of primary education, regardless of age, divided by the population at the entrance age for the last grade of primary education. Data limitations preclude adjusting for students who drop out during the final year of primary education.
Source: Primary completion rate, total (% of relevant age group)
6.8 % of youth aged 15-24 latest value, 2010
The share of youth not in education, employment or training (also known as “the NEET rate”) conveys the number of young persons not in education, employment or training as a percentage of the total youth population. Youth not in education are those who were neither enrolled in school nor in a formal training program (e.g. vocational training). For the purposes of this indicator, youth is defined as all persons between the ages of 15 and 24 (inclusive).
Source: Share of youth not in education, employment or training, total (% of youth population)
2,996 accounts latest value, 2025
Fourth-quarter end snapshot; includes inactive accounts/organizations/repositories. GitHub Innovation Graph: public GitHub activity only. Geography reflects mode location, not nationality. Suppressed small groups are not zeros; not a professional-programmer count.
Source: GitHub Innovation Graph
234 organizations latest value, 2025
Fourth-quarter end snapshot; includes inactive accounts/organizations/repositories. GitHub Innovation Graph: public GitHub activity only. Geography reflects mode location, not nationality. Suppressed small groups are not zeros; not a professional-programmer count.
Source: GitHub Innovation Graph
4,900 repositories latest value, 2025
Fourth-quarter end snapshot; includes inactive accounts/organizations/repositories. GitHub Innovation Graph: public GitHub activity only. Geography reflects mode location, not nationality. Suppressed small groups are not zeros; not a professional-programmer count.
Source: GitHub Innovation Graph
14.3 % of manufactured exports latest value, 2024
High-technology exports are products with high R&D intensity, such as in aerospace, computers, pharmaceuticals, scientific instruments, and electrical machinery.
0.2 % of GDP latest value, 2020
Gross domestic expenditures on research and development (R&D), expressed as a percent of GDP. They include both capital and current expenditures in the four main sectors: Business enterprise, Government, Higher education and Private non-profit. R&D covers basic research, applied research, and experimental development.
40 % of researchers latest value, 2020
Share of women among researchers in all sectors (business, government, higher education, non-profit), by headcount: each person counts once, however many hours they spend on research. Not the share among paper authors or inventors. UNESCO Institute for Statistics (UIS), indicator FRESP.THC.
Source: UNESCO Institute for Statistics (UIS): science, technology and innovation
0 payloads a year latest value, 2025
Payloads (satellites, crewed and cargo ships, probes; no rocket stages, debris or dummies) put into orbit by successful launches in the year. The country is the payload owner in GCAT, not the rocket's country: a Turkish satellite on a Falcon 9 is Turkey. Thousands of Starlink satellites since 2019 are the US. Data from GCAT (J. McDowell, planet4589.org/space/gcat), CC BY 4.0.
Source: GCAT — General Catalog of Artificial Space Objects (J. McDowell)
70 % of migrants latest value, 2020
Pew 2024 estimates of international migrant stocks at seven dates, 1990–2020. Incoming means migrants living in a country; Outgoing means people from that country living abroad. These are not annual flows or shares of all residents. Based on international migrant data and estimates of religious composition, not a census of practising believers. Incoming and Outgoing overlap; world totals must not be added to countries. Counts are rounded to 10,000; smaller counts remain <10,000 bounds and are omitted from exact chart points. Shares use migrants in the same direction as denominator, rounded to 0.1 percentage point; 0.0% does not establish absence. Shares for 22 Incoming records with zero total are undefined and omitted. Vatican City Incoming is missing. Unaffiliated does not mean atheist. This release is not spliced with the revised 2025 all-population estimates.
Source: Pew Research Center: religion of international migrants
10 thousand persons latest value, 2020
Pew 2024 estimates of international migrant stocks at seven dates, 1990–2020. Incoming means migrants living in a country; Outgoing means people from that country living abroad. These are not annual flows or shares of all residents. Based on international migrant data and estimates of religious composition, not a census of practising believers. Incoming and Outgoing overlap; world totals must not be added to countries. Counts are rounded to 10,000; smaller counts remain <10,000 bounds and are omitted from exact chart points. Shares use migrants in the same direction as denominator, rounded to 0.1 percentage point; 0.0% does not establish absence. Shares for 22 Incoming records with zero total are undefined and omitted. Vatican City Incoming is missing. Unaffiliated does not mean atheist. This release is not spliced with the revised 2025 all-population estimates.
Source: Pew Research Center: religion of international migrants
1.9 % of migrants latest value, 2020
Pew 2024 estimates of international migrant stocks at seven dates, 1990–2020. Incoming means migrants living in a country; Outgoing means people from that country living abroad. These are not annual flows or shares of all residents. Based on international migrant data and estimates of religious composition, not a census of practising believers. Incoming and Outgoing overlap; world totals must not be added to countries. Counts are rounded to 10,000; smaller counts remain <10,000 bounds and are omitted from exact chart points. Shares use migrants in the same direction as denominator, rounded to 0.1 percentage point; 0.0% does not establish absence. Shares for 22 Incoming records with zero total are undefined and omitted. Vatican City Incoming is missing. Unaffiliated does not mean atheist. This release is not spliced with the revised 2025 all-population estimates.
Source: Pew Research Center: religion of international migrants
20.3 % of migrants latest value, 2020
Pew 2024 estimates of international migrant stocks at seven dates, 1990–2020. Incoming means migrants living in a country; Outgoing means people from that country living abroad. These are not annual flows or shares of all residents. Based on international migrant data and estimates of religious composition, not a census of practising believers. Incoming and Outgoing overlap; world totals must not be added to countries. Counts are rounded to 10,000; smaller counts remain <10,000 bounds and are omitted from exact chart points. Shares use migrants in the same direction as denominator, rounded to 0.1 percentage point; 0.0% does not establish absence. Shares for 22 Incoming records with zero total are undefined and omitted. Vatican City Incoming is missing. Unaffiliated does not mean atheist. This release is not spliced with the revised 2025 all-population estimates.
Source: Pew Research Center: religion of international migrants
0.7 % of migrants latest value, 2020
Pew 2024 estimates of international migrant stocks at seven dates, 1990–2020. Incoming means migrants living in a country; Outgoing means people from that country living abroad. These are not annual flows or shares of all residents. Based on international migrant data and estimates of religious composition, not a census of practising believers. Incoming and Outgoing overlap; world totals must not be added to countries. Counts are rounded to 10,000; smaller counts remain <10,000 bounds and are omitted from exact chart points. Shares use migrants in the same direction as denominator, rounded to 0.1 percentage point; 0.0% does not establish absence. Shares for 22 Incoming records with zero total are undefined and omitted. Vatican City Incoming is missing. Unaffiliated does not mean atheist. This release is not spliced with the revised 2025 all-population estimates.
Source: Pew Research Center: religion of international migrants
2.1 % of migrants latest value, 2020
Pew 2024 estimates of international migrant stocks at seven dates, 1990–2020. Incoming means migrants living in a country; Outgoing means people from that country living abroad. These are not annual flows or shares of all residents. Based on international migrant data and estimates of religious composition, not a census of practising believers. Incoming and Outgoing overlap; world totals must not be added to countries. Counts are rounded to 10,000; smaller counts remain <10,000 bounds and are omitted from exact chart points. Shares use migrants in the same direction as denominator, rounded to 0.1 percentage point; 0.0% does not establish absence. Shares for 22 Incoming records with zero total are undefined and omitted. Vatican City Incoming is missing. Unaffiliated does not mean atheist. This release is not spliced with the revised 2025 all-population estimates.
Source: Pew Research Center: religion of international migrants
2.4 % of migrants latest value, 2020
Pew 2024 estimates of international migrant stocks at seven dates, 1990–2020. Incoming means migrants living in a country; Outgoing means people from that country living abroad. These are not annual flows or shares of all residents. Based on international migrant data and estimates of religious composition, not a census of practising believers. Incoming and Outgoing overlap; world totals must not be added to countries. Counts are rounded to 10,000; smaller counts remain <10,000 bounds and are omitted from exact chart points. Shares use migrants in the same direction as denominator, rounded to 0.1 percentage point; 0.0% does not establish absence. Shares for 22 Incoming records with zero total are undefined and omitted. Vatican City Incoming is missing. Unaffiliated does not mean atheist. This release is not spliced with the revised 2025 all-population estimates.
Source: Pew Research Center: religion of international migrants
2.5 % of migrants latest value, 2020
Pew 2024 estimates of international migrant stocks at seven dates, 1990–2020. Incoming means migrants living in a country; Outgoing means people from that country living abroad. These are not annual flows or shares of all residents. Based on international migrant data and estimates of religious composition, not a census of practising believers. Incoming and Outgoing overlap; world totals must not be added to countries. Counts are rounded to 10,000; smaller counts remain <10,000 bounds and are omitted from exact chart points. Shares use migrants in the same direction as denominator, rounded to 0.1 percentage point; 0.0% does not establish absence. Shares for 22 Incoming records with zero total are undefined and omitted. Vatican City Incoming is missing. Unaffiliated does not mean atheist. This release is not spliced with the revised 2025 all-population estimates.
Source: Pew Research Center: religion of international migrants
67.2 % of migrants latest value, 2020
Pew 2024 estimates of international migrant stocks at seven dates, 1990–2020. Incoming means migrants living in a country; Outgoing means people from that country living abroad. These are not annual flows or shares of all residents. Based on international migrant data and estimates of religious composition, not a census of practising believers. Incoming and Outgoing overlap; world totals must not be added to countries. Counts are rounded to 10,000; smaller counts remain <10,000 bounds and are omitted from exact chart points. Shares use migrants in the same direction as denominator, rounded to 0.1 percentage point; 0.0% does not establish absence. Shares for 22 Incoming records with zero total are undefined and omitted. Vatican City Incoming is missing. Unaffiliated does not mean atheist. This release is not spliced with the revised 2025 all-population estimates.
Source: Pew Research Center: religion of international migrants
10 thousand persons latest value, 2020
Pew 2024 estimates of international migrant stocks at seven dates, 1990–2020. Incoming means migrants living in a country; Outgoing means people from that country living abroad. These are not annual flows or shares of all residents. Based on international migrant data and estimates of religious composition, not a census of practising believers. Incoming and Outgoing overlap; world totals must not be added to countries. Counts are rounded to 10,000; smaller counts remain <10,000 bounds and are omitted from exact chart points. Shares use migrants in the same direction as denominator, rounded to 0.1 percentage point; 0.0% does not establish absence. Shares for 22 Incoming records with zero total are undefined and omitted. Vatican City Incoming is missing. Unaffiliated does not mean atheist. This release is not spliced with the revised 2025 all-population estimates.
Source: Pew Research Center: religion of international migrants
0.9 % of migrants latest value, 2020
Pew 2024 estimates of international migrant stocks at seven dates, 1990–2020. Incoming means migrants living in a country; Outgoing means people from that country living abroad. These are not annual flows or shares of all residents. Based on international migrant data and estimates of religious composition, not a census of practising believers. Incoming and Outgoing overlap; world totals must not be added to countries. Counts are rounded to 10,000; smaller counts remain <10,000 bounds and are omitted from exact chart points. Shares use migrants in the same direction as denominator, rounded to 0.1 percentage point; 0.0% does not establish absence. Shares for 22 Incoming records with zero total are undefined and omitted. Vatican City Incoming is missing. Unaffiliated does not mean atheist. This release is not spliced with the revised 2025 all-population estimates.
Source: Pew Research Center: religion of international migrants
22.6 % of migrants latest value, 2020
Pew 2024 estimates of international migrant stocks at seven dates, 1990–2020. Incoming means migrants living in a country; Outgoing means people from that country living abroad. These are not annual flows or shares of all residents. Based on international migrant data and estimates of religious composition, not a census of practising believers. Incoming and Outgoing overlap; world totals must not be added to countries. Counts are rounded to 10,000; smaller counts remain <10,000 bounds and are omitted from exact chart points. Shares use migrants in the same direction as denominator, rounded to 0.1 percentage point; 0.0% does not establish absence. Shares for 22 Incoming records with zero total are undefined and omitted. Vatican City Incoming is missing. Unaffiliated does not mean atheist. This release is not spliced with the revised 2025 all-population estimates.
Source: Pew Research Center: religion of international migrants
10 thousand persons latest value, 1990
Pew 2024 estimates of international migrant stocks at seven dates, 1990–2020. Incoming means migrants living in a country; Outgoing means people from that country living abroad. These are not annual flows or shares of all residents. Based on international migrant data and estimates of religious composition, not a census of practising believers. Incoming and Outgoing overlap; world totals must not be added to countries. Counts are rounded to 10,000; smaller counts remain <10,000 bounds and are omitted from exact chart points. Shares use migrants in the same direction as denominator, rounded to 0.1 percentage point; 0.0% does not establish absence. Shares for 22 Incoming records with zero total are undefined and omitted. Vatican City Incoming is missing. Unaffiliated does not mean atheist. This release is not spliced with the revised 2025 all-population estimates.
Source: Pew Research Center: religion of international migrants
1.7 % of migrants latest value, 2020
Pew 2024 estimates of international migrant stocks at seven dates, 1990–2020. Incoming means migrants living in a country; Outgoing means people from that country living abroad. These are not annual flows or shares of all residents. Based on international migrant data and estimates of religious composition, not a census of practising believers. Incoming and Outgoing overlap; world totals must not be added to countries. Counts are rounded to 10,000; smaller counts remain <10,000 bounds and are omitted from exact chart points. Shares use migrants in the same direction as denominator, rounded to 0.1 percentage point; 0.0% does not establish absence. Shares for 22 Incoming records with zero total are undefined and omitted. Vatican City Incoming is missing. Unaffiliated does not mean atheist. This release is not spliced with the revised 2025 all-population estimates.
Source: Pew Research Center: religion of international migrants
0.9 % of migrants latest value, 2020
Pew 2024 estimates of international migrant stocks at seven dates, 1990–2020. Incoming means migrants living in a country; Outgoing means people from that country living abroad. These are not annual flows or shares of all residents. Based on international migrant data and estimates of religious composition, not a census of practising believers. Incoming and Outgoing overlap; world totals must not be added to countries. Counts are rounded to 10,000; smaller counts remain <10,000 bounds and are omitted from exact chart points. Shares use migrants in the same direction as denominator, rounded to 0.1 percentage point; 0.0% does not establish absence. Shares for 22 Incoming records with zero total are undefined and omitted. Vatican City Incoming is missing. Unaffiliated does not mean atheist. This release is not spliced with the revised 2025 all-population estimates.
Source: Pew Research Center: religion of international migrants
4.1 % of migrants latest value, 2020
Pew 2024 estimates of international migrant stocks at seven dates, 1990–2020. Incoming means migrants living in a country; Outgoing means people from that country living abroad. These are not annual flows or shares of all residents. Based on international migrant data and estimates of religious composition, not a census of practising believers. Incoming and Outgoing overlap; world totals must not be added to countries. Counts are rounded to 10,000; smaller counts remain <10,000 bounds and are omitted from exact chart points. Shares use migrants in the same direction as denominator, rounded to 0.1 percentage point; 0.0% does not establish absence. Shares for 22 Incoming records with zero total are undefined and omitted. Vatican City Incoming is missing. Unaffiliated does not mean atheist. This release is not spliced with the revised 2025 all-population estimates.
Source: Pew Research Center: religion of international migrants
2.7 % of migrants latest value, 2020
Pew 2024 estimates of international migrant stocks at seven dates, 1990–2020. Incoming means migrants living in a country; Outgoing means people from that country living abroad. These are not annual flows or shares of all residents. Based on international migrant data and estimates of religious composition, not a census of practising believers. Incoming and Outgoing overlap; world totals must not be added to countries. Counts are rounded to 10,000; smaller counts remain <10,000 bounds and are omitted from exact chart points. Shares use migrants in the same direction as denominator, rounded to 0.1 percentage point; 0.0% does not establish absence. Shares for 22 Incoming records with zero total are undefined and omitted. Vatican City Incoming is missing. Unaffiliated does not mean atheist. This release is not spliced with the revised 2025 all-population estimates.
Source: Pew Research Center: religion of international migrants
40 thousand persons latest value, 2010
Historical all-age estimates for 2010 from Pew’s 2011 release, 232 countries/territories. Pew’s 2025 revision does not update this detailed split: do not splice into the revised Christian total series. Affiliation, not practice. Protestant includes Anglicans and independent churches; Orthodox includes Eastern and Oriental Orthodox churches. Other Christians include, among others, Latter-day Saints and Jehovah’s Witnesses under the source classification. Counts of at least 10,000 are rounded to 10,000; <1,000 and <10,000 remain bounds in the typed table only. The source states that <10,000 means 1,000–9,999, not zero. World is the sum of the five regions in the same release. Netherlands Antilles and Channel Islands are not assigned to a single present-day country. Geography follows the 2011 release; South Sudan is separate. Macroscope analysis. Pew Research Center bears no responsibility for the analyses or interpretations of the data presented here. The opinions expressed herein, including any implications for policy, are those of the author and not of Pew Research Center. Pew Research Center has published the original content in English but has not reviewed or approved this translation.
Source: Pew: Christian traditions, 2010 estimates (2011 release)
20.97 % of GDP latest value, 2024
Year-end market value of listed domestic equities divided by annual GDP: a stock/flow ratio, not P/E or a bubble diagnosis. Foreign revenues and the share of business outside exchanges vary across countries. India, 2025: WDI reports USD 10.56 trillion of capitalisation, while NSE Market Pulse January 2026 reports about USD 5.3 trillion for India. The reason is unresolved. That year’s capitalisation and capitalisation/GDP are retained in the typed dataset with quality=source_discrepancy but excluded from annual charts and automatic analysis pending review. Source definition: Market capitalization (also known as market value) is the share price times the number of shares outstanding (including their several classes) for listed domestic companies. Investment funds, unit trusts, and companies whose only business goal is to hold shares of other listed companies are excluded. Data are end of year values.
2.26 US$ bn latest value, 2025
Price times outstanding shares at year end, in current US dollars. Funds and companies that only hold other companies’ shares are excluded. Changes include repricing, listings, delistings and exchange rates; this is not portfolio return. India, 2025: WDI reports USD 10.56 trillion of capitalisation, while NSE Market Pulse January 2026 reports about USD 5.3 trillion for India. The reason is unresolved. That year’s capitalisation and capitalisation/GDP are retained in the typed dataset with quality=source_discrepancy but excluded from annual charts and automatic analysis pending review. Source definition: Market capitalization (also known as market value) is the share price times the number of shares outstanding (including their several classes) for listed domestic companies. Investment funds, unit trusts, and companies whose only business goal is to hold shares of other listed companies are excluded. Data are end of year values converted to U.S. dollars using corresponding year-end foreign exchange rates.
0.12 % of GDP latest value, 2024
Annual value of domestic and foreign shares traded divided by GDP, counting one side of each transaction. Trading volume is neither market capitalisation nor invested savings. Source definition: The value of shares traded is the total number of shares traded, both domestic and foreign, multiplied by their respective matching prices. Figures are single counted (only one side of the transaction is considered). Companies admitted to listing and admitted to trading are included in the data. Data are end of year values.
0.58 % per year latest value, 2024
Domestic shares traded relative to their capitalisation; WDI annualises the monthly average by multiplying by 12. High turnover measures trading activity, not investment return. Source definition: Turnover ratio is the value of domestic shares traded divided by their market capitalization. The value is annualized by multiplying the monthly average by 12.
9 companies latest value, 2025
Companies with listed shares at year end, including foreign companies exclusively listed locally. Multiple share classes count as one company; investment funds are excluded. Source definition: Listed domestic companies, including foreign companies which are exclusively listed, are those which have shares listed on an exchange at the end of the year. Investment funds, unit trusts, and companies whose only business goal is to hold shares of other listed companies, such as holding companies and investment companies, regardless of their legal status, are excluded. A company with several classes of shares is counted once. Only companies admitted to listing on the exchange are included.
0.3 % of GDP latest value, 2024
Manufacturing value added (ISIC section C: factories, excluding mining, utilities and construction) as a percentage of GDP. The share can fall while output grows if the rest of the economy grows faster. World Bank, WDI. Source note: Manufacturing includes industries classified in ISIC (Rev. 3) major division C and is defined as the physical or chemical transformation of materials or components into new products. Value added is the contribution to the economy by a producer or an industry or an institutional sector, which is estimated by the total value of output produced and deducting the total value of intermediate consumption of goods and services used to produce that output. This indicator is expressed as a percentage of Gross Domestic Product (GDP) which is the total income earned through the production of goods and services in an economic territory during an accounting period.
4.9 % of GDP latest value, 2024
Value added of industry in the broad sense (mining, manufacturing, utilities and construction; ISIC B-F) as a percentage of GDP. World Bank, WDI. Source note: Industry (including construction) corresponds to ISIC (Rev.4) divisions 05-43. It is comprised of mining, manufacturing, construction, electricity, water, and gas industries. Value added is the contribution to the economy by a producer or an industry or an institutional sector, which is estimated by the total value of output produced and deducting the total value of intermediate consumption of goods and services used to produce that output. This indicator is expressed as a percentage of Gross Domestic Product (GDP) which is the total income earned through the production of goods and services in an economic territory during an accounting period.
455 constant 2015 US$ per person latest value, 2024
Manufacturing value added at constant 2015 US dollars divided by population (UN WPP 2024): factory output net of inputs, not revenue. World Bank, WDI. Source note: Manufacturing includes industries classified in ISIC (Rev. 3) major division C and is defined as the physical or chemical transformation of materials or components into new products. Value added is the contribution to the economy by a producer or an industry or an institutional sector, which is estimated by the total value of output produced and deducting the total value of intermediate consumption of goods and services used to produce that output. This indicator is expressed in constant prices, meaning the series has been adjusted to account for price changes over time. The reference year for this adjustment is 2015. This indicator is expressed in United States dollars.
385 constant 2020 US$ per person latest value, 2025
Manufacturing value added (ISIC section C) per person at constant 2020 US dollars. UNIDO National Accounts Database via the UN SDG database (indicator 9.2.1). Differs from the World Bank series by its base year (2020 rather than 2015) and UNIDO estimates for countries without recent accounts. Series: Manufacturing value added per capita (constant 2020 United States dollars).
Source: UNIDO via the UN SDG database: manufacturing value added
0.3 % of GDP latest value, 2025
Manufacturing value added as a percentage of GDP, constant prices. UNIDO via the UN SDG database (indicator 9.2.1). Series: Manufacturing value added (constant 2020 United States dollars) as a proportion of GDP (%).
Source: UNIDO via the UN SDG database: manufacturing value added
1,134 kg per person a year latest value, 2021
Municipal solid waste generation, kg per person a year (kg a day × 365). Municipal solid waste: households plus similar waste from shops, institutions and streets — excluding industrial, construction and mining waste. One reported year a country, the years differ. World Bank, What a Waste 3.0 (2026).
2 % of municipal waste latest value, 2021
Share of municipal waste sent to recycling, as reported by the country. Sent is not the same as recycled: sorting rejects and exports are included; composting and incineration are not. Municipal solid waste: households plus similar waste from shops, institutions and streets — excluding industrial, construction and mining waste. One reported year a country, the years differ. World Bank, What a Waste 3.0 (2026).
7.2 % of labour force latest value, 2012
Unemployed as a share of the labour force, people aged 25 and over with basic education. ILO (ILOSTAT) from national labour force and other surveys: a country appears only in years with a survey; these are not ILO modelled estimates. Levels are the ILO aggregate of national classifications (by ISCED): basic up to lower secondary, intermediate upper secondary and post-secondary, advanced tertiary. Unreliable flags and survey type are in the labour_education_ilostat dataset. Source: ILO, UNE_DEAP_SEX_AGE_EDU_RT_A.
Source: ILO, ILOSTAT — unemployment and employment by level of education (national surveys)
5.5 % of labour force latest value, 2012
Unemployed as a share of the labour force, people aged 25 and over with intermediate education. ILO (ILOSTAT) from national labour force and other surveys: a country appears only in years with a survey; these are not ILO modelled estimates. Levels are the ILO aggregate of national classifications (by ISCED): basic up to lower secondary, intermediate upper secondary and post-secondary, advanced tertiary. Unreliable flags and survey type are in the labour_education_ilostat dataset. Source: ILO, UNE_DEAP_SEX_AGE_EDU_RT_A.
Source: ILO, ILOSTAT — unemployment and employment by level of education (national surveys)
3.9 % of labour force latest value, 2012
Unemployed as a share of the labour force, people aged 25 and over with advanced (tertiary) education. ILO (ILOSTAT) from national labour force and other surveys: a country appears only in years with a survey; these are not ILO modelled estimates. Levels are the ILO aggregate of national classifications (by ISCED): basic up to lower secondary, intermediate upper secondary and post-secondary, advanced tertiary. Unreliable flags and survey type are in the labour_education_ilostat dataset. Source: ILO, UNE_DEAP_SEX_AGE_EDU_RT_A.
Source: ILO, ILOSTAT — unemployment and employment by level of education (national surveys)
34.6 % of labour force latest value, 2012
Unemployed as a share of the labour force, people aged 15-24 with basic education. ILO (ILOSTAT) from national labour force and other surveys: a country appears only in years with a survey; these are not ILO modelled estimates. Levels are the ILO aggregate of national classifications (by ISCED): basic up to lower secondary, intermediate upper secondary and post-secondary, advanced tertiary. Unreliable flags and survey type are in the labour_education_ilostat dataset. Source: ILO, UNE_DEAP_SEX_AGE_EDU_RT_A.
Source: ILO, ILOSTAT — unemployment and employment by level of education (national surveys)
35.6 % of labour force latest value, 2012
Unemployed as a share of the labour force, people aged 15-24 with advanced (tertiary) education. ILO (ILOSTAT) from national labour force and other surveys: a country appears only in years with a survey; these are not ILO modelled estimates. Levels are the ILO aggregate of national classifications (by ISCED): basic up to lower secondary, intermediate upper secondary and post-secondary, advanced tertiary. Unreliable flags and survey type are in the labour_education_ilostat dataset. Source: ILO, UNE_DEAP_SEX_AGE_EDU_RT_A.
Source: ILO, ILOSTAT — unemployment and employment by level of education (national surveys)
100 % of population latest value, 2012
Employed as a share of the population, people aged 25 and over with basic education. ILO (ILOSTAT) from national labour force and other surveys: a country appears only in years with a survey; these are not ILO modelled estimates. Levels are the ILO aggregate of national classifications (by ISCED): basic up to lower secondary, intermediate upper secondary and post-secondary, advanced tertiary. Unreliable flags and survey type are in the labour_education_ilostat dataset. Source: ILO, EMP_DWAP_SEX_AGE_EDU_RT_A.
Source: ILO, ILOSTAT — unemployment and employment by level of education (national surveys)
100 % of population latest value, 2012
Employed as a share of the population, people aged 25 and over with advanced (tertiary) education. ILO (ILOSTAT) from national labour force and other surveys: a country appears only in years with a survey; these are not ILO modelled estimates. Levels are the ILO aggregate of national classifications (by ISCED): basic up to lower secondary, intermediate upper secondary and post-secondary, advanced tertiary. Unreliable flags and survey type are in the labour_education_ilostat dataset. Source: ILO, EMP_DWAP_SEX_AGE_EDU_RT_A.
Source: ILO, ILOSTAT — unemployment and employment by level of education (national surveys)