World Bank
We periodically download all the available data from the World Bank API (usually on an annual basis), resulting in over 21 000 series, observed across 219 countries.
Click here to see two charts summarizing all the available data.
Selection of a smaller set of data
This combination of indicators and countries results in 1.7 million series (or almost 24 million data points including the time dimension, after dropping missing values), so we make some decisions to reduce the number of series we provide. Firstly, we only provide the top 100 countries in terms of the latest PPP GDP, plus Eswatini. This excludes countries such as Zambia (in 103rd position), Mali (in 114th position), Iceland (147th position), Bermuda (163rd position), Comoros (180th position) and lastly Tuvalu (199th position, with a GDP of PPP$ 57 million in 2023).
Dataflows
We split up the data into manageable dataflows using the World Bank’s official indicator categories:
- Agriculture & Rural Development
- Aid Effectiveness
- Climate Change
- Economy & Growth
- Education
- Energy & Mining
- Environment
- External Debt
- Financial Sector
- Gender
- Global Economic Monitor
- Health
- Infrastructure
- Poverty
- Private Sector
- Public Sector
- Science & Technology
- Social Development
- Social Protection & Labor
- Trade
- Urban Development
These categories only cover about 5000 indicators, as not all indicators are categorised in the World Bank API. Furthermore, the indicators from the Global Economic Monitor source are also not categorised into topics, but we want to include this source, so we explicitly include this source as a separate dataflow.
Further selection
We then prune those indicators down further, seeking to make the scale more approachable for our users. Each indicator is scored on observable properties of the data itself, measured across the 21 dataflows and the 101 countries we publish (the World Bank’s world and regional aggregates are published alongside them, but the score is measured on country coverage):
- Breadth — how many of the countries the indicator actually covers.
- Depth — the median length of the country series, in years.
- Density — how complete the country-by-year panel is, which sets sparse survey-based series apart from continuously observed ones.
- Recency — how current the latest observation is.
- Flagship status — whether the indicator belongs to the World Bank’s own curated World Development Indicators database.
- Thematic balance — a weighting towards topics that are otherwise thinly covered.
This currently yields about 779 indicators. The World Bank tags most indicators with several topics; we resolve these to a single home by preferring the most specific topic, so that a trade statistic is filed under Trade rather than the broader Economy & Growth.
Attributes
- Source Dataset (known as ‘Source Organization’ in the World Bank API) Examples:
- World Bank, International Debt Statistics.
- World Development Indicators (World Bank)
- United Nations, World Urbanization Prospects.
- Food and Agriculture Organization, AQUASTAT data, and World Bank and OECD GDP estimates.
- Frequency (e.g. annual)
- Data presentation – summary description
Concept ID:DATA_DESCR
Definition: Main characteristics of the data set described in an easily understandable manner, referring to the data and indicators disseminated.
Example: “The consumer price index reflects the change in prices for the average consumer of a constant basket of consumer goods. Data is not seasonally adjusted.” - Data provider
Concept ID:DATA_PROVIDER
Definition: Organisation or individual that reports or disseminates data or reference metadata.
Example: World Development Indicators - Source Identifier: original indicator ID used by the World Bank
- Comment
Example: “”There is a discontinuity in 1991 caused by Statistics New Zealand’s change from ‘de facto’ to ‘resident’ population estimates.” - Label: Used for your analysis, and for our EconData app. This is composed of the ISO two-character country code, followed by the indicator name.
- Base Period
- Unit of Measure (we still need to improve the metadata in this concept)
- Release description: date on which we downloaded all the data in this vintage
Dimensions
1. Indicator
The first encoded dimension is the indicator code, which is mapped to the indicator name in the respective codelist for that dataflow. After each dataflow heading below, we write the dataflow ID. Please click on this paragraph to see the full list.
Agriculture & Rural Development WB_AGRI_RURAL
- Access to electricity, rural (% of rural population)
EGELCACCSRUZS - Agriculture, forestry, and fishing, value added (% of GDP)
NVAGRTOTLZS - Agriculture, forestry, and fishing, value added (current US$)
NVAGRTOTLCD - Arable land (hectares per person)
AGLNDARBLHAPC - Arable land (hectares)
AGLNDARBLHA - Cereal production (metric tons)
AGPRDCRELMT - Employment in agriculture (% of total employment) (modeled ILO estimate)
SLAGREMPLZS - Employment in agriculture, female (% of female employment) (modeled ILO estimate)
SLAGREMPLFEZS - Employment in agriculture, male (% of male employment) (modeled ILO estimate)
SLAGREMPLMAZS - Fertilizer consumption (kilograms per hectare of arable land)
AGCONFERTZS - Land under cereal production (hectares)
AGLNDCRELHA - Permanent cropland (% of land area)
AGLNDCROPZS - Rural population
SPRURTOTL - Rural population (% of total population)
SPRURTOTLZS - Rural population growth (annual %)
SPRURTOTLZG - Rural population living in areas where elevation is below 5 meters (% of total population)
ENPOPEL5MRUZS
Aid Effectiveness WB_AID
- Incidence of tuberculosis (per 100,000 people)
SHTBSINCD - Net ODA received (% of central government expense)
DTODAODATXPZS - Net ODA received (% of gross capital formation)
DTODAODATGIZS - Net ODA received (% of imports of goods, services and primary income)
DTODAODATMPZS - Net ODA received per capita (current US$)
DTODAODATPCZS - Net migration
SMPOPNETM - Net official development assistance and official aid received (constant 2021 US$)
DTODAALLDKD - Net official development assistance and official aid received (current US$)
DTODAALLDCD - Net official development assistance received (constant 2021 US$)
DTODAODATKD - Net official development assistance received (current US$)
DTODAODATCD - Net official flows from UN agencies, FAO (current US$)
DTNFLFAOGCD - Net official flows from UN agencies, IAEA (current US$)
DTNFLIAEACD - Net official flows from UN agencies, IFAD (current US$)
DTNFLIFADCD - Net official flows from UN agencies, ILO (current US$)
DTNFLILOGCD - Net official flows from UN agencies, UNAIDS (current US$)
DTNFLUNAICD - Net official flows from UN agencies, UNDP (current US$)
DTNFLUNDPCD - Net official flows from UN agencies, UNECE (current US$)
DTNFLUNECCD - Net official flows from UN agencies, UNFPA (current US$)
DTNFLUNFPCD - Net official flows from UN agencies, UNHCR (current US$)
DTNFLUNCRCD - Net official flows from UN agencies, UNICEF (current US$)
DTNFLUNCFCD - Net official flows from UN agencies, UNPBF (current US$)
DTNFLUNPBCD - Net official flows from UN agencies, UNRWA (current US$)
DTNFLUNRWCD - Net official flows from UN agencies, UNTA (current US$)
DTNFLUNTACD - Net official flows from UN agencies, UNWTO (current US$)
DTNFLUNWTCD - Net official flows from UN agencies, WFP (current US$)
DTNFLWFPGCD - Net official flows from UN agencies, WHO (current US$)
DTNFLWHOLCD - School enrollment, primary and secondary (gross), gender parity index (GPI)
SEENRPRSCFMZS - Vulnerable employment, total (% of total employment) (modeled ILO estimate)
SLEMPVULNZS
Climate Change WB_CLIMATE
- Agricultural land (% of land area)
AGLNDAGRIZS - Agricultural land (sq. km)
AGLNDAGRIK2 - Arable land (% of land area)
AGLNDARBLZS - CPIA public sector management and institutions cluster average (1=low to 6=high)
IQCPAPUBSXQ - Cereal yield (kg per hectare)
AGYLDCRELKG - Electric power consumption (kWh per capita)
EGUSEELECKHPC - Electricity production from coal sources (% of total)
EGELCCOALZS - Electricity production from hydroelectric sources (% of total)
EGELCHYROZS - Electricity production from nuclear sources (% of total)
EGELCNUCLZS - Forest area (% of land area)
AGLNDFRSTZS - Forest area (sq. km)
AGLNDFRSTK2 - Population growth (annual %)
SPPOPGROW - Population in urban agglomerations of more than 1 million (% of total population)
ENURBMCTYTLZS - Population living in areas where elevation is below 5 meters (% of total population)
ENPOPEL5MZS - Population, total
SPPOPTOTL - Terrestrial and marine protected areas (% of total territorial area)
ERPTDTOTLZS - Terrestrial protected areas (% of total land area)
ERLNDPTLDZS - Urban population (% of total population)
SPURBTOTLINZS - Urban population growth (annual %)
SPURBGROW - Urban population living in areas where elevation is below 5 meters (% of total population)
ENPOPEL5MURZS
Economy & Growth WB_ECONOMY
- Adjusted savings: education expenditure (% of GNI)
NYADJAEDUGNZS - Adjusted savings: education expenditure (current US$)
NYADJAEDUCD - Agriculture, forestry, and fishing, value added (annual % growth)
NVAGRTOTLKDZG - Agriculture, forestry, and fishing, value added per worker (constant 2015 US$)
NVAGREMPLKD - Central government debt, total (% of GDP)
GCDODTOTLGDZS - Current account balance (% of GDP)
BNCABXOKAGDZS - Current account balance (BoP, current US$)
BNCABXOKACD - Discrepancy in expenditure estimate of GDP (constant LCU)
NYGDPDISCKN - Exports of goods and services (% of GDP)
NEEXPGNFSZS - Exports of goods and services (BoP, current US$)
BXGSRGNFSCD - Exports of goods and services (annual % growth)
NEEXPGNFSKDZG - Exports of goods and services (constant 2015 US$)
NEEXPGNFSKD - Exports of goods and services (constant LCU)
NEEXPGNFSKN - Exports of goods and services (current LCU)
NEEXPGNFSCN - Exports of goods and services (current US$)
NEEXPGNFSCD - Exports of goods, services and primary income (BoP, current US$)
BXGSRTOTLCD - Exports of goods, services, income and workers’ remittances (BoP, current US$)
BXGSRINCLCD - External balance on goods and services (% of GDP)
NERSBGNFSZS - External debt stocks (% of GNI)
DTDODDECTGNZS - Financial intermediary services indirectly Measured (FISIM) (constant LCU)
NVFSMTOTLKN - Financial intermediary services indirectly Measured (FISIM) (current LCU)
NVFSMTOTLCN - Foreign direct investment, net (BoP, current US$)
BNKLTDINVCD - Foreign direct investment, net inflows (% of GDP)
BXKLTDINVWDGDZS - Foreign direct investment, net inflows (BoP, current US$)
BXKLTDINVCDWD - Foreign direct investment, net outflows (% of GDP)
BMKLTDINVWDGDZS - GDP (constant 2005 $)
60GDPUSD - GDP (constant 2015 US$)
NYGDPMKTPKD - GDP (constant LCU)
NYGDPMKTPKN - GDP (current LCU)
NYGDPMKTPCN - GDP (current US$)
NYGDPMKTPCD - GDP deflator (base year varies by country)
NYGDPDEFLZS - GDP growth (annual %)
NYGDPMKTPKDZG - GDP growth (annual %)
60GDPGROWTH - GDP per capita (constant 2015 US$)
NYGDPPCAPKD - GDP per capita (constant LCU)
NYGDPPCAPKN - GDP per capita (current LCU)
NYGDPPCAPCN - GDP per capita (current US$)
NYGDPPCAPCD - GDP per capita growth (annual %)
NYGDPPCAPKDZG - GDP per capita, PPP (constant 2011 international $)
60GDPPCCONSTANT - GDP per capita, PPP (constant 2021 international $)
NYGDPPCAPPPKD - GDP per capita, PPP (current international $)
NYGDPPCAPPPCD - GDP, PPP (constant 2021 international $)
NYGDPMKTPPPKD - GDP, PPP (current international $)
NYGDPMKTPPPCD - GNI growth (annual %)
NYGNPMKTPKDZG - GNI per capita (2011 $)
60GNIPC - GNI per capita (constant 2015 US$)
NYGNPPCAPKD - GNI per capita (constant LCU)
NYGNPPCAPKN - GNI per capita (current LCU)
NYGNPPCAPCN - GNI per capita growth (annual %)
NYGNPPCAPKDZG - GNI per capita, Atlas method (current US$)
NYGNPPCAPCD - GNI per capita, PPP (constant 2021 international $)
NYGNPPCAPPPKD - GNI per capita, PPP (current international $)
NYGNPPCAPPPCD - GNI, Atlas method (current US$)
NYGNPATLSCD - GNI, PPP (constant 2021 international $)
NYGNPMKTPPPKD - GNI, PPP (current international $)
NYGNPMKTPPPCD - Gross capital formation (% of GDP)
NEGDITOTLZS - Gross capital formation (annual % growth)
NEGDITOTLKDZG - Gross capital formation (constant 2015 US$)
NEGDITOTLKD - Gross capital formation (constant LCU)
NEGDITOTLKN - Gross capital formation (current LCU)
NEGDITOTLCN - Gross capital formation (current US$)
NEGDITOTLCD - Gross domestic savings (% of GDP)
NYGDSTOTLZS - Gross savings (% of GDP)
NYGNSICTRZS - Gross value added at basic prices (GVA) (constant 2015 US$)
NYGDPFCSTKD - Gross value added at basic prices (GVA) (constant LCU)
NYGDPFCSTKN - Gross value added at basic prices (GVA) (current LCU)
NYGDPFCSTCN - Gross value added at basic prices (GVA) (current US$)
NYGDPFCSTCD - Households and NPISHs Final consumption expenditure per capita (constant 2015 US$)
NECONPRVTPCKD - Households and NPISHs Final consumption expenditure per capita growth (annual %)
NECONPRVTPCKDZG - Households and NPISHs Final consumption expenditure, PPP (current international $)
NECONPRVTPPCD - ICT service exports (% of service exports, BoP)
BXGSRCCISZS - ICT service exports (BoP, current US$)
BXGSRCCISCD - Imports of goods and services (% of GDP)
NEIMPGNFSZS - Imports of goods and services (BoP, current US$)
BMGSRGNFSCD - Imports of goods and services (annual % growth)
NEIMPGNFSKDZG - Imports of goods and services (constant 2015 US$)
NEIMPGNFSKD - Imports of goods and services (constant LCU)
NEIMPGNFSKN - Imports of goods and services (current LCU)
NEIMPGNFSCN - Imports of goods and services (current US$)
NEIMPGNFSCD - Imports of goods, services and primary income (BoP, current US$)
BMGSRTOTLCD - Industry (including construction), value added (% of GDP)
NVINDTOTLZS - Industry (including construction), value added (annual % growth)
NVINDTOTLKDZG - Industry (including construction), value added (constant 2015 US$)
NVINDTOTLKD - Industry (including construction), value added (constant LCU)
NVINDTOTLKN - Industry (including construction), value added (current LCU)
NVINDTOTLCN - Industry (including construction), value added (current US$)
NVINDTOTLCD - Industry (including construction), value added per worker (constant 2015 US$)
NVINDEMPLKD - Inflation, GDP deflator (annual %)
NYGDPDEFLKDZG - Inflation, consumer prices (annual %)
FPCPITOTLZG - Insurance and financial services (% of service exports, BoP)
BXGSRINSFZS - Insurance and financial services (% of service imports, BoP)
BMGSRINSFZS - Manufacturing, value added (% of GDP)
NVINDMANFZS - Manufacturing, value added (annual % growth)
NVINDMANFKDZG - Medium and high-tech manufacturing value added (% manufacturing value added)
NVMNFTECHZSUN - Net trade in goods (BoP, current US$)
BNGSRMRCHCD - Net trade in goods and services (BoP, current US$)
BNGSRGNFSCD - Other manufacturing (% of value added in manufacturing)
NVMNFOTHRZSUN - PPP conversion factor, GDP (LCU per international $)
PANUSPPP - PPP conversion factor, households and NPISHs Final consumption expenditure (LCU per international $)
PANUSPRVTPP - Present value of external debt (% of exports of goods, services and primary income)
DTDODPVLXEXZS - Services, value added (% of GDP)
NVSRVTOTLZS - Services, value added (annual % growth)
NVSRVTOTLKDZG - Services, value added (constant 2015 US$)
NVSRVTOTLKD - Services, value added (constant LCU)
NVSRVTOTLKN - Services, value added (current LCU)
NVSRVTOTLCN - Services, value added (current US$)
NVSRVTOTLCD - Services, value added per worker (constant 2015 US$)
NVSRVEMPLKD - Short-term debt (% of exports of goods, services and primary income)
DTDODDSTCXPZS - Short-term debt (% of total reserves)
DTDODDSTCIRZS - Terms of trade adjustment (constant LCU)
NYTTFGNFSKN - Total debt service (% of exports of goods, services and primary income)
DTTDSDECTEXZS - Trade (% of GDP)
NETRDGNFSZS - Trade in services (% of GDP)
BGGSRNFSVGDZS
Education WB_EDUCATION
- Barro-Lee: Percentage of female population age 15+ with no education
BARNOED15UPFEZS - Barro-Lee: Percentage of female population age 15-19 with no education
BARNOED1519FEZS - Barro-Lee: Percentage of female population age 20-24 with no education
BARNOED2024FEZS - Barro-Lee: Percentage of female population age 25+ with no education
BARNOED25UPFEZS - Barro-Lee: Percentage of female population age 25-29 with no education
BARNOED2529FEZS - Barro-Lee: Percentage of female population age 30-34 with no education
BARNOED3034FEZS - Barro-Lee: Percentage of female population age 40-44 with no education
BARNOED4044FEZS - Barro-Lee: Percentage of female population age 45-49 with no education
BARNOED4549FEZS - Barro-Lee: Percentage of female population age 50-54 with no education
BARNOED5054FEZS - Barro-Lee: Percentage of female population age 55-59 with no education
BARNOED5559FEZS - Barro-Lee: Percentage of female population age 60-64 with no education
BARNOED6064FEZS - Barro-Lee: Percentage of population age 15+ with no education
BARNOED15UPZS - Barro-Lee: Percentage of population age 15-19 with no education
BARNOED1519ZS - Barro-Lee: Percentage of population age 20-24 with no education
BARNOED2024ZS - Barro-Lee: Percentage of population age 25+ with no education
BARNOED25UPZS - Barro-Lee: Percentage of population age 25-29 with no education
BARNOED2529ZS - Barro-Lee: Percentage of population age 30-34 with no education
BARNOED3034ZS - Barro-Lee: Percentage of population age 35-39 with no education
BARNOED3539ZS - Barro-Lee: Percentage of population age 40-44 with no education
BARNOED4044ZS - Barro-Lee: Percentage of population age 45-49 with no education
BARNOED4549ZS - Barro-Lee: Percentage of population age 50-54 with no education
BARNOED5054ZS - Barro-Lee: Percentage of population age 55-59 with no education
BARNOED5559ZS - Barro-Lee: Percentage of population age 60-64 with no education
BARNOED6064ZS - Compulsory education, duration (years)
SECOMDURS - Current education expenditure, primary (% of total expenditure in primary public institutions)
SEXPDCPRMZS - Current education expenditure, secondary (% of total expenditure in secondary public institutions)
SEXPDCSECZS - Current education expenditure, tertiary (% of total expenditure in tertiary public institutions)
SEXPDCTERZS - Current education expenditure, total (% of total expenditure in public institutions)
SEXPDCTOTZS - Educational attainment, Doctoral or equivalent, population 25+, female (%) (cumulative)
SETERCUATDOFEZS - Educational attainment, Doctoral or equivalent, population 25+, male (%) (cumulative)
SETERCUATDOMAZS - Educational attainment, Doctoral or equivalent, population 25+, total (%) (cumulative)
SETERCUATDOZS - Educational attainment, at least Bachelor’s or equivalent, population 25+, female (%) (cumulative)
SETERCUATBAFEZS - Educational attainment, at least Bachelor’s or equivalent, population 25+, male (%) (cumulative)
SETERCUATBAMAZS - Educational attainment, at least Bachelor’s or equivalent, population 25+, total (%) (cumulative)
SETERCUATBAZS - Educational attainment, at least Master’s or equivalent, population 25+, female (%) (cumulative)
SETERCUATMSFEZS - Educational attainment, at least Master’s or equivalent, population 25+, male (%) (cumulative)
SETERCUATMSMAZS - Educational attainment, at least Master’s or equivalent, population 25+, total (%) (cumulative)
SETERCUATMSZS - Educational attainment, at least completed lower secondary, population 25+, female (%) (cumulative)
SESECCUATLOFEZS - Educational attainment, at least completed lower secondary, population 25+, male (%) (cumulative)
SESECCUATLOMAZS - Educational attainment, at least completed lower secondary, population 25+, total (%) (cumulative)
SESECCUATLOZS - Educational attainment, at least completed post-secondary, population 25+, female (%) (cumulative)
SESECCUATPOFEZS - Educational attainment, at least completed post-secondary, population 25+, male (%) (cumulative)
SESECCUATPOMAZS - Educational attainment, at least completed post-secondary, population 25+, total (%) (cumulative)
SESECCUATPOZS - Educational attainment, at least completed primary, population 25+ years, female (%) (cumulative)
SEPRMCUATFEZS - Educational attainment, at least completed primary, population 25+ years, male (%) (cumulative)
SEPRMCUATMAZS - Educational attainment, at least completed primary, population 25+ years, total (%) (cumulative)
SEPRMCUATZS - Educational attainment, at least completed short-cycle tertiary, population 25+, female (%) (cumulative)
SETERCUATSTFEZS - Educational attainment, at least completed short-cycle tertiary, population 25+, male (%) (cumulative)
SETERCUATSTMAZS - Educational attainment, at least completed short-cycle tertiary, population 25+, total (%) (cumulative)
SETERCUATSTZS - Educational attainment, at least completed upper secondary, population 25+, female (%) (cumulative)
SESECCUATUPFEZS - Educational attainment, at least completed upper secondary, population 25+, male (%) (cumulative)
SESECCUATUPMAZS - Educational attainment, at least completed upper secondary, population 25+, total (%) (cumulative)
SESECCUATUPZS - Expenditure on primary education (% of government expenditure on education)
SEXPDPRIMZS - Expenditure on secondary education (% of government expenditure on education)
SEXPDSECOZS - Expenditure on tertiary education (% of government expenditure on education)
SEXPDTERTZS - Government expenditure on education, total (% of GDP)
SEXPDTOTLGDZS - Government expenditure on education, total (% of government expenditure)
SEXPDTOTLGBZS - Government expenditure per student, primary (% of GDP per capita)
SEXPDPRIMPCZS - Government expenditure per student, secondary (% of GDP per capita)
SEXPDSECOPCZS - Government expenditure per student, tertiary (% of GDP per capita)
SEXPDTERTPCZS - Labor force, total
SLTLFTOTLIN - Literacy rate, adult male (% of males ages 15 and above)
SEADTLITRMAZS - Literacy rate, adult total (% of people ages 15 and above)
SEADTLITRZS - Literacy rate, youth (ages 15-24), gender parity index (GPI)
SEADT1524LTFMZS - Literacy rate, youth female (% of females ages 15-24)
SEADT1524LTFEZS - Literacy rate, youth male (% of males ages 15-24)
SEADT1524LTMAZS - Literacy rate, youth total (% of people ages 15-24)
SEADT1524LTZS - Lower secondary school starting age (years)
SESECAGES - Number of deaths ages 10-14 years
SHDTH1014 - Number of deaths ages 15-19 years
SHDTH1519 - Number of deaths ages 20-24 years
SHDTH2024 - Number of deaths ages 5-9 years
SHDTH0509 - Percentage of graduates from tertiary education graduating from Engineering, Manufacturing and Construction programmes, both sexes (%)
SETERGRADENZS - Percentage of graduates from tertiary education graduating from Health and Welfare programmes, both sexes (%)
SETERGRADHLZS - Percentage of graduates from tertiary education graduating from Services programmes, both sexes (%)
SETERGRADSVZS - Population ages 0-14 (% of total population)
SPPOP0014TOZS - Population ages 15-64 (% of total population)
SPPOP1564TOZS - Primary education, duration (years)
SEPRMDURS - Primary education, pupils
SEPRMENRL - Primary school starting age (years)
SEPRMAGES - Probability of dying among adolescents ages 10-14 years (per 1,000)
SHDYN1014 - Probability of dying among adolescents ages 15-19 years (per 1,000)
SHDYN1519 - Probability of dying among children ages 5-9 years (per 1,000)
SHDYN0509 - Probability of dying among youth ages 20-24 years (per 1,000)
SHDYN2024 - School enrollment, preprimary (% gross)
SEPREENRR - School enrollment, preprimary, female (% gross)
SEPREENRRFE - School enrollment, preprimary, male (% gross)
SEPREENRRMA - School enrollment, primary (% gross)
SEPRMENRR - School enrollment, primary (% net)
SEPRMNENR - School enrollment, primary (gross), gender parity index (GPI)
SEENRPRIMFMZS - School enrollment, primary, female (% gross)
SEPRMENRRFE - School enrollment, primary, female (% net)
SEPRMNENRFE - School enrollment, primary, male (% gross)
SEPRMENRRMA - School enrollment, primary, male (% net)
SEPRMNENRMA - School enrollment, secondary (% gross)
SESECENRR - School enrollment, secondary (% net)
SESECNENR - School enrollment, secondary (gross), gender parity index (GPI)
SEENRSECOFMZS - School enrollment, secondary, female (% gross)
SESECENRRFE - School enrollment, secondary, female (% net)
SESECNENRFE - School enrollment, secondary, male (% gross)
SESECENRRMA - School enrollment, secondary, male (% net)
SESECNENRMA - School enrollment, tertiary (% gross)
SETERENRR - School enrollment, tertiary (gross), gender parity index (GPI)
SEENRTERTFMZS - School enrollment, tertiary, female (% gross)
SETERENRRFE - School enrollment, tertiary, male (% gross)
SETERENRRMA - Secondary education, duration (years)
SESECDURS - Share of all students in lower secondary education enrolled in vocational programmes (%)
UISGTVP2V - Share of all students in secondary education enrolled in vocational programmes (%)
SESECENRLVOZS - Share of all students in upper secondary education enrolled in vocational programmes (%)
UISGTVP3V - Share of male students in secondary education enrolled in vocational programmes (%)
SESECENRLMAVOZS - Trained teachers in lower secondary education (% of total teachers)
SESECTCAQLOZS - Trained teachers in preprimary education (% of total teachers)
SEPRETCAQZS - Trained teachers in primary education (% of total teachers)
SEPRMTCAQZS - Trained teachers in secondary education (% of total teachers)
SESECTCAQZS - Trained teachers in upper secondary education (% of total teachers)
SESECTCAQUPZS - Unemployment, female (% of female labor force) (modeled ILO estimate)
SLUEMTOTLFEZS - Unemployment, male (% of male labor force) (modeled ILO estimate)
SLUEMTOTLMAZS - Unemployment, total (% of total labor force) (modeled ILO estimate)
SLUEMTOTLZS
Energy & Mining WB_ENERGY
- Access to electricity (% of population)
EGELCACCSZS - Access to electricity, urban (% of urban population)
EGELCACCSURZS - Alternative and nuclear energy (% of total energy use)
EGUSECOMMCLZS - Combustible renewables and waste (% of total energy)
EGUSECRNWZS - Electric power transmission and distribution losses (% of output)
EGELCLOSSZS - Energy use (kg of oil equivalent per capita)
EGUSEPCAPKGOE - Energy use (kg of oil equivalent) per $1,000 GDP (constant 2021 PPP)
EGUSECOMMGDPPKD - Fossil fuel energy consumption (% of total)
EGUSECOMMFOZS - GDP per unit of energy use (PPP $ per kg of oil equivalent)
EGGDPPUSEKOPP - GDP per unit of energy use (constant 2021 PPP $ per kg of oil equivalent)
EGGDPPUSEKOPPKD
Environment WB_ENVIR
- Aquaculture production (metric tons)
ERFSHAQUAMT - Capture fisheries production (metric tons)
ERFSHCAPTMT - Carbon dioxide (CO2) emissions (total) excluding LULUCF (% change from 1990)
ENGHGCO2ZGAR5 - Carbon dioxide (CO2) emissions (total) excluding LULUCF (Mt CO2e)
ENGHGCO2MTCEAR5 - Carbon dioxide (CO2) emissions excluding LULUCF per capita (t CO2e/capita)
ENGHGCO2PCCEAR5 - Carbon intensity of GDP (kg CO2e per 2021 PPP $ of GDP)
ENGHGCO2RTGDPPPKD - Carbon intensity of GDP (kg CO2e per constant 2015 US$ of GDP)
ENGHGCO2RTGDPKD - Electricity production from oil, gas and coal sources (% of total)
EGELCFOSLZS - Land area (sq. km)
AGLNDTOTLK2 - Methane (CH4) emissions (total) excluding LULUCF (% change from 1990)
ENGHGCH4ZGAR5 - Methane (CH4) emissions (total) excluding LULUCF (Mt CO2e)
ENGHGCH4MTCEAR5 - Methane (CH4) emissions from Fugitive Emissions (Energy) (Mt CO2e)
ENGHGCH4FEMTCEAR5 - Methane (CH4) emissions from Industrial Combustion (Energy) (Mt CO2e)
ENGHGCH4ICMTCEAR5 - Methane (CH4) emissions from Power Industry (Energy) (Mt CO2e)
ENGHGCH4PIMTCEAR5 - Nitrous oxide (N2O) emissions (total) excluding LULUCF (Mt CO2e)
ENGHGN2OMTCEAR5 - PM2.5 pollution, population exposed to levels exceeding WHO Interim Target-1 value (% of total)
ENATMPM25MCT1ZS - PM2.5 pollution, population exposed to levels exceeding WHO Interim Target-2 value (% of total)
ENATMPM25MCT2ZS - PM2.5 pollution, population exposed to levels exceeding WHO Interim Target-3 value (% of total)
ENATMPM25MCT3ZS - People practicing open defecation (% of population)
SHSTAODFCZS - People practicing open defecation, rural (% of rural population)
SHSTAODFCRUZS - People practicing open defecation, urban (% of urban population)
SHSTAODFCURZS - People using at least basic drinking water services, rural (% of rural population)
SHH2OBASWRUZS - People using at least basic drinking water services, urban (% of urban population)
SHH2OBASWURZS - People using at least basic sanitation services, urban (% of urban population)
SHSTABASSURZS - Surface area (sq. km)
AGSRFTOTLK2 - Total greenhouse gas emissions excluding LULUCF (% change from 1990)
ENGHGTOTZGAR5 - Total greenhouse gas emissions excluding LULUCF (Mt CO2e)
ENGHGALLMTCEAR5 - Total greenhouse gas emissions excluding LULUCF per capita (t CO2e/capita)
ENGHGALLPCCEAR5 - Water productivity, total (constant 2015 US$ GDP per cubic meter of total freshwater withdrawal)
ERGDPFWTLM3KD
External Debt WB_DEBT
- Debt service (PPG and IMF only, % of exports of goods, services and primary income)
DTTDSDPPFXPZS - GNI (current US$)
NYGNPMKTPCD - Multilateral debt service (% of public and publicly guaranteed debt service)
DTTDSMLATPGZS - Personal remittances, received (current US$)
BXTRFPWKRCDDT - Public and publicly guaranteed debt service (% of GNI)
DTTDSDPPGGNZS - Public and publicly guaranteed debt service (% of exports of goods, services and primary income)
DTTDSDPPGXPZS - Short-term debt (% of total external debt)
DTDODDSTCZS - Total reserves (includes gold, current US$)
FIRESTOTLCD
Financial Sector WB_FINANCE
- Account ownership at a financial institution or with a mobile-money-service provider (% of population ages 15+)
FXOWNTOTLZS - Account ownership at a financial institution or with a mobile-money-service provider, female (% of population ages 15+)
FXOWNTOTLFEZS - Account ownership at a financial institution or with a mobile-money-service provider, male (% of population ages 15+)
FXOWNTOTLMAZS - Account ownership at a financial institution or with a mobile-money-service provider, older adults (% of population ages 25+)
FXOWNTOTLOLZS - Account ownership at a financial institution or with a mobile-money-service provider, poorest 40% (% of population ages 15+)
FXOWNTOTL40ZS - Account ownership at a financial institution or with a mobile-money-service provider, primary education or less (% of population ages 15+)
FXOWNTOTLPLZS - Account ownership at a financial institution or with a mobile-money-service provider, richest 60% (% of population ages 15+)
FXOWNTOTL60ZS - Account ownership at a financial institution or with a mobile-money-service provider, secondary education or more (% of population ages 15+)
FXOWNTOTLSOZS - Account ownership at a financial institution or with a mobile-money-service provider, young adults (% of population ages 15-24)
FXOWNTOTLYGZS - Automated teller machines (ATMs) (per 100,000 adults)
FBATMTOTLP5 - Claims on central government, etc. (% GDP)
FSASTCGOVGDZS - Consumer price index (2010 = 100)
FPCPITOTL - Deposit interest rate (%)
FRINRDPST - Financial system deposits to GDP (%)
GFDDDI08 - Foreign direct investment, net outflows (BoP, current US$)
BMKLTDINVCDWD - Gross portfolio debt liabilities to GDP (%)
GFDDDM10 - Inflation, GDP deflator: linked series (annual %)
NYGDPDEFLKDZGAD - International debt issues to GDP (%)
GFDDDM07 - Monetary Sector credit to private sector (% GDP)
FMASTPRVTGDZS - Nonbank financial institutions’ assets to GDP (%)
GFDDDI03 - Official exchange rate (LCU per US$, period average)
PANUSFCRF - Outstanding domestic private debt securities to GDP (%)
GFDDDM03 - Outstanding domestic public debt securities to GDP (%)
GFDDDM04 - Outstanding international private debt securities to GDP (%)
GFDDDM05 - Outstanding international public debt securities to GDP (%)
GFDDDM06 - Personal remittances, received (% of GDP)
BXTRFPWKRDTGDZS - Private credit by deposit money banks and other financial institutions to GDP (%)
GFDDDI12 - Real effective exchange rate index (2010 = 100)
PXREXREER - Real interest rate (%)
FRINRRINR - Remittance inflows to GDP (%)
GFDDOI13 - Total reserves minus gold (current US$)
FIRESXGLDCD
Gender WB_GENDER
- Contributing family workers, female (% of female employment) (modeled ILO estimate)
SLFAMWORKFEZS - Contributing family workers, male (% of male employment) (modeled ILO estimate)
SLFAMWORKMAZS - Employers, female (% of female employment) (modeled ILO estimate)
SLEMPMPYRFEZS - Employers, male (% of male employment) (modeled ILO estimate)
SLEMPMPYRMAZS - Fertility rate, total (births per woman)
SPDYNTFRTIN - Labor force, female (% of total labor force)
SLTLFTOTLFEZS - Lifetime risk of maternal death (%)
SHMMRRISKZS - Lifetime risk of maternal death (1 in: rate varies by country)
SHMMRRISK - Literacy rate, adult female (% of females ages 15 and above)
SEADTLITRFEZS - Maternal mortality ratio (modeled estimate, per 100,000 live births)
SHSTAMMRT - Mortality rate, adult, female (per 1,000 female adults)
SPDYNAMRTFE - Mortality rate, adult, male (per 1,000 male adults)
SPDYNAMRTMA - Self-employed, female (% of female employment) (modeled ILO estimate)
SLEMPSELFFEZS - Self-employed, male (% of male employment) (modeled ILO estimate)
SLEMPSELFMAZS - Survival to age 65, female (% of cohort)
SPDYNTO65FEZS - Survival to age 65, male (% of cohort)
SPDYNTO65MAZS - Wage and salaried workers, female (% of female employment) (modeled ILO estimate)
SLEMPWORKFEZS - Wage and salaried workers, male (% of male employment) (modeled ILO estimate)
SLEMPWORKMAZS - Women making their own informed decisions regarding sexual relations, contraceptive use and reproductive health care (% of women age 15-49)
SGDMKSRCRFNZS - Women participating in the three decisions (own health care, major household purchases, and visiting family) (% of women age 15-49)
SGDMKALLDFNZS
Health WB_HEALTH
- ARI treatment (% of children under 5 taken to a health provider)
SHSTAARICZS - Age dependency ratio (% of working-age population)
SPPOPDPND - Age dependency ratio, old (% of working-age population)
SPPOPDPNDOL - Age dependency ratio, young (% of working-age population)
SPPOPDPNDYG - Birth rate, crude (per 1,000 people)
SPDYNCBRTIN - Births attended by skilled health staff (% of total)
SHSTABRTCZS - Condom use, population ages 15-24, female (% of females ages 15-24)
SHCON1524FEZS - Condom use, population ages 15-24, male (% of males ages 15-24)
SHCON1524MAZS - Current health expenditure (% of GDP)
SHXPDCHEXGDZS - Current health expenditure per capita (current US$)
SHXPDCHEXPCCD - Current health expenditure per capita, PPP (current international $)
SHXPDCHEXPPCD - Death rate, crude (per 1,000 people)
SPDYNCDRTIN - Diabetes prevalence (% of population ages 20 to 79)
SHSTADIABZS - Domestic general government health expenditure (% of GDP)
SHXPDGHEDGDZS - Domestic general government health expenditure (% of current health expenditure)
SHXPDGHEDCHZS - Domestic general government health expenditure (% of general government expenditure)
SHXPDGHEDGEZS - Domestic general government health expenditure per capita (current US$)
SHXPDGHEDPCCD - Domestic general government health expenditure per capita, PPP (current international $)
SHXPDGHEDPPCD - Domestic private health expenditure (% of current health expenditure)
SHXPDPVTDCHZS - Domestic private health expenditure per capita (current US$)
SHXPDPVTDPCCD - Domestic private health expenditure per capita, PPP (current international $)
SHXPDPVTDPPCD - External health expenditure (% of current health expenditure)
SHXPDEHEXCHZS - External health expenditure per capita (current US$)
SHXPDEHEXPCCD - External health expenditure per capita, PPP (current international $)
SHXPDEHEXPPCD - Health expenditure, private (% of total health expenditure)
SHXPDPRIV - Immunization, DPT (% of children ages 12-23 months)
SHIMMIDPT - Immunization, measles (% of children ages 12-23 months)
SHIMMMEAS - Increase in poverty gap at $1.90 ($ 2011 PPP) poverty line due to out-of-pocket health care expenditure (% of poverty line)
SHUHCNOP1ZG - Increase in poverty gap at $1.90 ($ 2011 PPP) poverty line due to out-of-pocket health care expenditure (USD)
SHUHCNOP1CG - Increase in poverty gap at $3.20 ($ 2011 PPP) poverty line due to out-of-pocket health care expenditure (% of poverty line)
SHUHCNOP2ZG - Increase in poverty gap at $3.20 ($ 2011 PPP) poverty line due to out-of-pocket health care expenditure (USD)
SHUHCNOP2CG - Life expectancy at birth, total (years)
SPDYNLE00IN - Mortality rate attributed to unsafe water, unsafe sanitation and lack of hygiene (per 100,000 population)
SHSTAWASHP5 - Mortality rate, infant (per 1,000 live births)
SPDYNIMRTIN - Mortality rate, infant, female (per 1,000 live births)
SPDYNIMRTFEIN - Mortality rate, infant, male (per 1,000 live births)
SPDYNIMRTMAIN - Mortality rate, neonatal (per 1,000 live births)
SHDYNNMRT - Mortality rate, under-5 (per 1,000 live births)
SHDYNMORT - Mortality rate, under-5, female (per 1,000 live births)
SHDYNMORTFE - Mortality rate, under-5, male (per 1,000 live births)
SHDYNMORTMA - Number of infant deaths
SHDTHIMRT - Number of maternal deaths
SHMMRDTHS - Number of neonatal deaths
SHDTHNMRT - Number of people pushed below the $2.15 ($ 2017 PPP) poverty line by out-of-pocket health care expenditure
SHUHCNOP1TO - Number of people pushed below the $3.65 ($ 2017 PPP) poverty line by out-of-pocket health care expenditure
SHUHCNOP2TO - Number of people spending more than 10% of household consumption or income on out-of-pocket health care expenditure
SHUHCOOPC10TO - Number of people spending more than 25% of household consumption or income on out-of-pocket health care expenditure
SHUHCOOPC25TO - Number of under-five deaths
SHDTHMORT - Out-of-pocket expenditure (% of current health expenditure)
SHXPDOOPCCHZS - Out-of-pocket expenditure per capita (current US$)
SHXPDOOPCPCCD - Out-of-pocket expenditure per capita, PPP (current international $)
SHXPDOOPCPPCD - People using at least basic drinking water services (% of population)
SHH2OBASWZS - People using at least basic sanitation services (% of population)
SHSTABASSZS - People using safely managed drinking water services (% of population)
SHH2OSMDWZS - People using safely managed sanitation services (% of population)
SHSTASMSSZS - Population ages 0-14, female
SPPOP0014FEIN - Population ages 0-14, female (% of female population)
SPPOP0014FEZS - Population ages 0-14, male
SPPOP0014MAIN - Population ages 0-14, male (% of male population)
SPPOP0014MAZS - Population ages 0-14, total
SPPOP0014TO - Population ages 00-04, female (% of female population)
SPPOP0004FE5Y - Population ages 00-04, male (% of male population)
SPPOP0004MA5Y - Population ages 05-09, female (% of female population)
SPPOP0509FE5Y - Population ages 05-09, male (% of male population)
SPPOP0509MA5Y - Population ages 10-14, female (% of female population)
SPPOP1014FE5Y - Population ages 10-14, male (% of male population)
SPPOP1014MA5Y - Population ages 15-19, female (% of female population)
SPPOP1519FE5Y - Population ages 15-19, male (% of male population)
SPPOP1519MA5Y - Population ages 15-64, female
SPPOP1564FEIN - Population ages 15-64, female (% of female population)
SPPOP1564FEZS - Population ages 15-64, male
SPPOP1564MAIN - Population ages 15-64, male (% of male population)
SPPOP1564MAZS - Population ages 15-64, total
SPPOP1564TO - Population ages 20-24, female (% of female population)
SPPOP2024FE5Y - Population ages 20-24, male (% of male population)
SPPOP2024MA5Y - Population ages 25-29, female (% of female population)
SPPOP2529FE5Y - Population ages 25-29, male (% of male population)
SPPOP2529MA5Y - Population ages 30-34, female (% of female population)
SPPOP3034FE5Y - Population ages 30-34, male (% of male population)
SPPOP3034MA5Y - Population ages 35-39, female (% of female population)
SPPOP3539FE5Y - Population ages 35-39, male (% of male population)
SPPOP3539MA5Y - Population ages 40-44, female (% of female population)
SPPOP4044FE5Y - Population ages 40-44, male (% of male population)
SPPOP4044MA5Y - Population ages 45-49, female (% of female population)
SPPOP4549FE5Y - Population ages 45-49, male (% of male population)
SPPOP4549MA5Y - Population ages 50-54, female (% of female population)
SPPOP5054FE5Y - Population ages 50-54, male (% of male population)
SPPOP5054MA5Y - Population ages 55-59, female (% of female population)
SPPOP5559FE5Y - Population ages 55-59, male (% of male population)
SPPOP5559MA5Y - Population ages 60-64, female (% of female population)
SPPOP6064FE5Y - Population ages 60-64, male (% of male population)
SPPOP6064MA5Y - Population ages 65 and above (% of total population)
SPPOP65UPTOZS - Population ages 65 and above, female
SPPOP65UPFEIN - Population ages 65 and above, female (% of female population)
SPPOP65UPFEZS - Population ages 65 and above, male
SPPOP65UPMAIN - Population ages 65 and above, male (% of male population)
SPPOP65UPMAZS - Population ages 65 and above, total
SPPOP65UPTO - Population ages 65-69, female (% of female population)
SPPOP6569FE5Y - Population ages 65-69, male (% of male population)
SPPOP6569MA5Y - Population ages 70-74, female (% of female population)
SPPOP7074FE5Y - Population ages 70-74, male (% of male population)
SPPOP7074MA5Y - Population ages 75-79, female (% of female population)
SPPOP7579FE5Y - Population ages 75-79, male (% of male population)
SPPOP7579MA5Y - Population ages 80 and above, female (% of female population)
SPPOP80UPFE5Y - Population ages 80 and above, male (% of male population)
SPPOP80UPMA5Y - Population, female
SPPOPTOTLFEIN - Population, female (% of total population)
SPPOPTOTLFEZS - Population, male
SPPOPTOTLMAIN - Population, male (% of total population)
SPPOPTOTLMAZS - Prevalence of moderate or severe food insecurity in the population (%)
SNITKMSFIZS - Prevalence of severe food insecurity in the population (%)
SNITKSVFIZS - Sex ratio at birth (male births per female births)
SPPOPBRTHMF - Tuberculosis case detection rate (%, all forms)
SHTBSDTECZS - Women’s share of population ages 15+ living with HIV (%)
SHDYNAIDSFEZS
Infrastructure WB_INFRSTR
- Air transport, freight (million ton-km)
ISAIRGOODMTK1 - Air transport, passengers carried
ISAIRPSGR - Air transport, registered carrier departures worldwide
ISAIRDPRT - Fixed broadband subscriptions
ITNETBBND - Fixed broadband subscriptions (per 100 people)
ITNETBBNDP2 - Fixed telephone subscriptions
ITMLTMAIN - Fixed telephone subscriptions (per 100 people)
ITMLTMAINP2 - ICT goods exports (% of total goods exports)
TXVALICTGZSUN - ICT goods imports (% total goods imports)
TMVALICTGZSUN - Individuals using the Internet (% of population)
ITNETUSERZS - Investment in water and sanitation with private participation (current US$)
IEPPIWATRCD - Mobile cellular subscriptions
ITCELSETS - Mobile cellular subscriptions (per 100 people)
ITCELSETSP2 - Public private partnerships investment in water and sanitation (current US$)
IEPPNWATRCD - Secure Internet servers
ITNETSECR - Secure Internet servers (per 1 million people)
ITNETSECRP6
Poverty WB_POVERTY
- Annualized average growth rate in per capita real survey mean consumption or income, bottom 40% of population (%)
SISPRPC40ZG - Annualized average growth rate in per capita real survey mean consumption or income, total population (%)
SISPRPCAPZG - Gini index
SIPOVGINI - Labor Income Poverty Index
80LIPI - Multidimensional poverty headcount ratio, children (% of population ages 0-17)
SIPOVMDIM17 - Multidimensional poverty index (scale 0-1)
SIPOVMDIMXQ - Population living in slums (% of urban population)
ENPOPSLUMURZS - Poverty gap at $2.15 a day (2017 PPP) (%)
SIPOVGAPS - Poverty gap at $3.65 a day (2017 PPP) (%)
SIPOVLMICGP - Poverty gap at $6.85 a day (2017 PPP) (%)
SIPOVUMICGP - Poverty headcount ratio at $2.15 a day (2017 PPP) (% of population)
SIPOVDDAY - Poverty headcount ratio at $3.65 a day (2017 PPP) (% of population)
SIPOVLMIC - Poverty headcount ratio at $6.85 a day (2017 PPP) (% of population)
SIPOVUMIC - Poverty headcount ratio at national poverty lines (% of population)
SIPOVNAHC - Survey mean consumption or income per capita, bottom 40% of population (2017 PPP $ per day)
SISPRPC40 - Survey mean consumption or income per capita, total population (2017 PPP $ per day)
SISPRPCAP
Private Sector WB_PRIVATE
- Commercial service exports (current US$)
TXVALSERVCDWT - Commercial service imports (current US$)
TMVALSERVCDWT - Insurance and financial services (% of commercial service exports)
TXVALINSFZSWT - Insurance and financial services (% of commercial service imports)
TMVALINSFZSWT - Logistics performance index: Quality of trade and transport-related infrastructure (1=low to 5=high)
LPLPIINFRXQ - Merchandise exports by the reporting economy, residual (% of total merchandise exports)
TXVALMRCHRSZS - Merchandise imports by the reporting economy, residual (% of total merchandise imports)
TMVALMRCHRSZS - Merchandise trade (% of GDP)
TGVALTOTLGDZS - Net barter terms of trade index (2015 = 100)
TTPRIMRCHXDWD
Public Sector WB_PUBLIC
- CPIA building human resources rating (1=low to 6=high)
IQCPAHRESXQ - CPIA business regulatory environment rating (1=low to 6=high)
IQCPABREGXQ - CPIA debt policy rating (1=low to 6=high)
IQCPADEBTXQ - CPIA economic management cluster average (1=low to 6=high)
IQCPAECONXQ - CPIA efficiency of revenue mobilization rating (1=low to 6=high)
IQCPAREVNXQ - CPIA equity of public resource use rating (1=low to 6=high)
IQCPAPRESXQ - CPIA financial sector rating (1=low to 6=high)
IQCPAFINSXQ - CPIA fiscal policy rating (1=low to 6=high)
IQCPAFISPXQ - CPIA gender equality rating (1=low to 6=high)
IQCPAGNDRXQ - CPIA macroeconomic management rating (1=low to 6=high)
IQCPAMACRXQ - CPIA policies for social inclusion/equity cluster average (1=low to 6=high)
IQCPASOCIXQ - CPIA policy and institutions for environmental sustainability rating (1=low to 6=high)
IQCPAENVRXQ - CPIA property rights and rule-based governance rating (1=low to 6=high)
IQCPAPROPXQ - CPIA quality of budgetary and financial management rating (1=low to 6=high)
IQCPAFINQXQ - CPIA quality of public administration rating (1=low to 6=high)
IQCPAPADMXQ - CPIA social protection rating (1=low to 6=high)
IQCPAPROTXQ - CPIA structural policies cluster average (1=low to 6=high)
IQCPASTRCXQ - CPIA transparency, accountability, and corruption in the public sector rating (1=low to 6=high)
IQCPATRANXQ - Central government debt, total (current LCU)
GCDODTOTLCN - Expense (% of GDP)
GCXPNTOTLGDZS - Military expenditure (% of GDP)
MSMILXPNDGDZS - Military expenditure (% of general government expenditure)
MSMILXPNDZS - Military expenditure (current USD)
MSMILXPNDCD - Revenue, excluding grants (% of GDP)
GCREVXGRTGDZS - Statistical performance indicators (SPI): Pillar 1 data use score (scale 0-100)
IQSPIPIL1 - Statistical performance indicators (SPI): Pillar 3 data products score (scale 0-100)
IQSPIPIL3 - Tax revenue (% of GDP)
GCTAXTOTLGDZS - Taxes on exports (% of tax revenue)
GCTAXEXPTZS - Taxes on goods and services (% value added of industry and services)
GCTAXGSRVVAZS
Science & Technology WB_SCIENCE
- Charges for the use of intellectual property, payments (BoP, current US$)
BMGSRROYLCD - Charges for the use of intellectual property, receipts (BoP, current US$)
BXGSRROYLCD - Patent applications, nonresidents
IPPATNRES - Patent applications, residents
IPPATRESD - Research and development expenditure (% of GDP)
GBXPDRSDVGDZS - Researchers in R&D (per million people)
SPPOPSCIERDP6 - Scientific and technical journal articles
IPJRNARTCSC
Social Development WB_SOCIAL_DEV
- Adolescent fertility rate (births per 1,000 women ages 15-19)
SPADOTFRT - Labor force participation rate for ages 15-24, female (%) (modeled ILO estimate)
SLTLFACTI1524FEZS - Labor force participation rate for ages 15-24, male (%) (modeled ILO estimate)
SLTLFACTI1524MAZS - Labor force participation rate for ages 15-24, total (%) (modeled ILO estimate)
SLTLFACTI1524ZS - Life expectancy at birth, female (years)
SPDYNLE00FEIN - Life expectancy at birth, male (years)
SPDYNLE00MAIN - Proportion of seats held by women in national parliaments (%)
SGGENPARLZS - Vulnerable employment, female (% of female employment) (modeled ILO estimate)
SLEMPVULNFEZS - Vulnerable employment, male (% of male employment) (modeled ILO estimate)
SLEMPVULNMAZS
Social Protection & Labor WB_LABOUR
- Adequacy of unemployment benefits and ALMP (% of total welfare of beneficiary households)
PERLMALLLMADQPOPTOT - Benefit incidence of unemployment benefits and ALMP to poorest quintile (% of total U/ALMP benefits)
PERLMALLLMBENQ1TOT - Child employment in agriculture (% of economically active children ages 7-14)
SLAGR0714ZS - Child employment in agriculture, female (% of female economically active children ages 7-14)
SLAGR0714FEZS - Child employment in agriculture, male (% of male economically active children ages 7-14)
SLAGR0714MAZS - Child employment in manufacturing (% of economically active children ages 7-14)
SLMNF0714ZS - Child employment in manufacturing, female (% of female economically active children ages 7-14)
SLMNF0714FEZS - Child employment in manufacturing, male (% of male economically active children ages 7-14)
SLMNF0714MAZS - Child employment in services (% of economically active children ages 7-14)
SLSRV0714ZS - Child employment in services, female (% of female economically active children ages 7-14)
SLSRV0714FEZS - Child employment in services, male (% of male economically active children ages 7-14)
SLSRV0714MAZS - Contributing family workers, total (% of total employment) (modeled ILO estimate)
SLFAMWORKZS - Coverage of unemployment benefits and ALMP (% of population)
PERLMALLLMCOVPOPTOT - Coverage of unemployment benefits and ALMP in 2nd quintile (% of population)
PERLMALLLMCOVQ2TOT - Coverage of unemployment benefits and ALMP in 3rd quintile (% of population)
PERLMALLLMCOVQ3TOT - Coverage of unemployment benefits and ALMP in 4th quintile (% of population)
PERLMALLLMCOVQ4TOT - Coverage of unemployment benefits and ALMP in poorest quintile (% of population)
PERLMALLLMCOVQ1TOT - Coverage of unemployment benefits and ALMP in richest quintile (% of population)
PERLMALLLMCOVQ5TOT - Employers, total (% of total employment) (modeled ILO estimate)
SLEMPMPYRZS - Employment in industry (% of total employment) (modeled ILO estimate)
SLINDEMPLZS - Employment in industry, female (% of female employment) (modeled ILO estimate)
SLINDEMPLFEZS - Employment in industry, male (% of male employment) (modeled ILO estimate)
SLINDEMPLMAZS - Employment in services (% of total employment) (modeled ILO estimate)
SLSRVEMPLZS - Employment in services, female (% of female employment) (modeled ILO estimate)
SLSRVEMPLFEZS - Employment in services, male (% of male employment) (modeled ILO estimate)
SLSRVEMPLMAZS - Employment to population ratio, 15+, female (%) (modeled ILO estimate)
SLEMPTOTLSPFEZS - Employment to population ratio, 15+, female (%) (national estimate)
SLEMPTOTLSPFENEZS - Employment to population ratio, 15+, male (%) (modeled ILO estimate)
SLEMPTOTLSPMAZS - Employment to population ratio, 15+, male (%) (national estimate)
SLEMPTOTLSPMANEZS - Employment to population ratio, 15+, total (%) (modeled ILO estimate)
SLEMPTOTLSPZS - Employment to population ratio, 15+, total (%) (national estimate)
SLEMPTOTLSPNEZS - Employment to population ratio, ages 15-24, female (%) (modeled ILO estimate)
SLEMP1524SPFEZS - Employment to population ratio, ages 15-24, female (%) (national estimate)
SLEMP1524SPFENEZS - Employment to population ratio, ages 15-24, male (%) (modeled ILO estimate)
SLEMP1524SPMAZS - Employment to population ratio, ages 15-24, male (%) (national estimate)
SLEMP1524SPMANEZS - Employment to population ratio, ages 15-24, total (%) (modeled ILO estimate)
SLEMP1524SPZS - Employment to population ratio, ages 15-24, total (%) (national estimate)
SLEMP1524SPNEZS - Female share of employment in senior and middle management (%)
SLEMPSMGTFEZS - GDP per person employed (constant 2021 PPP $)
SLGDPPCAPEMKD - Gini inequality index reduction (%) – Active Labor Market
PERLMACGINITOT - Gini inequality index reduction (%) – Active Labor Market -rural
PERLMACGINIRUR - Gini inequality index reduction (%) – Active Labor Market -urban
PERLMACGINIURB - Gini inequality index reduction (%) – All Labor Market
PERLMALLLMGINITOT - Gini inequality index reduction (%) – All Labor Market -rural
PERLMALLLMGINIRUR - Gini inequality index reduction (%) – All Labor Market -urban
PERLMALLLMGINIURB - Gini inequality index reduction (%) – All Social Assistance
PERSAALLSAGINITOT - Gini inequality index reduction (%) – All Social Assistance -rural
PERSAALLSAGINIRUR - Gini inequality index reduction (%) – All Social Assistance -urban
PERSAALLSAGINIURB - Gini inequality index reduction (%) – All Social Insurance
PERSIALLSIGINITOT - Gini inequality index reduction (%) – All Social Insurance -rural
PERSIALLSIGINIRUR - Gini inequality index reduction (%) – All Social Insurance -urban
PERSIALLSIGINIURB - Gini inequality index reduction (%) – Domestic Private Transfers
PERPRDPGINITOT - Gini inequality index reduction (%) – Domestic Private Transfers -rural
PERPRDPGINIRUR - Gini inequality index reduction (%) – Domestic Private Transfers -urban
PERPRDPGINIURB - Gini inequality index reduction (%) – In-Kind
PERSAIKGINITOT - Gini inequality index reduction (%) – In-Kind -rural
PERSAIKGINIRUR - Gini inequality index reduction (%) – In-Kind -urban
PERSAIKGINIURB - Gini inequality index reduction (%) – International Private Transfers
PERPRIPGINITOT - Gini inequality index reduction (%) – International Private Transfers -rural
PERPRIPGINIRUR - Gini inequality index reduction (%) – International Private Transfers -urban
PERPRIPGINIURB - Gini inequality index reduction (%) – Other Social Insurance
PERSISSGINITOT - Gini inequality index reduction (%) – Other Social Insurance -rural
PERSISSGINIRUR - Gini inequality index reduction (%) – Other Social Insurance -urban
PERSISSGINIURB - Gini inequality index reduction (%) – Public Works
PERSAPWGINITOT - Gini inequality index reduction (%) – Public Works -rural
PERSAPWGINIRUR - Gini inequality index reduction (%) – Public Works -urban
PERSAPWGINIURB - Gini inequality index reduction (%) – School-feeding
PERSASFGINITOT - Gini inequality index reduction (%) – School-feeding -rural
PERSASFGINIRUR - Gini inequality index reduction (%) – School-feeding -urban
PERSASFGINIURB - Gini inequality index reduction (%) – Social Pension
PERSASPGINITOT - Gini inequality index reduction (%) – Social Pension -urban
PERSASPGINIURB - Gini inequality index reduction (%) – Social Pension-rural
PERSASPGINIRUR - Gini inequality index reduction (%) – Unconditional Cash Transfers
PERSACTGINITOT - Gini inequality index reduction (%) – Unconditional Cash Transfers -rural
PERSACTGINIRUR - Gini inequality index reduction (%) – Unconditional Cash Transfers -urban
PERSACTGINIURB - Gini inequality index reduction (%) – All Social Protection and Labor
PERALLSPGINITOT - Gini inequality index reduction (%) – All Social Protection and Labor -rural
PERALLSPGINIRUR - Gini inequality index reduction (%) – All Social Protection and Labor -urban
PERALLSPGINIURB - Labor force participation rate, female (% of female population ages 15+) (modeled ILO estimate)
SLTLFCACTFEZS - Labor force participation rate, female (% of female population ages 15+) (national estimate)
SLTLFCACTFENEZS - Labor force participation rate, female (% of female population ages 15-64) (modeled ILO estimate)
SLTLFACTIFEZS - Labor force participation rate, male (% of male population ages 15+) (modeled ILO estimate)
SLTLFCACTMAZS - Labor force participation rate, male (% of male population ages 15+) (national estimate)
SLTLFCACTMANEZS - Labor force participation rate, male (% of male population ages 15-64) (modeled ILO estimate)
SLTLFACTIMAZS - Labor force participation rate, total (% of total population ages 15+) (modeled ILO estimate)
SLTLFCACTZS - Labor force participation rate, total (% of total population ages 15+) (national estimate)
SLTLFCACTNEZS - Labor force participation rate, total (% of total population ages 15-64) (modeled ILO estimate)
SLTLFACTIZS - Labor force with advanced education (% of total working-age population with advanced education)
SLTLFADVNZS - Labor force with advanced education, female (% of female working-age population with advanced education)
SLTLFADVNFEZS - Labor force with advanced education, male (% of male working-age population with advanced education)
SLTLFADVNMAZS - Labor force with basic education (% of total working-age population with basic education)
SLTLFBASCZS - Labor force with basic education, female (% of female working-age population with basic education)
SLTLFBASCFEZS - Labor force with basic education, male (% of male working-age population with basic education)
SLTLFBASCMAZS - Labor force with intermediate education (% of total working-age population with intermediate education)
SLTLFINTMZS - Labor force with intermediate education, female (% of female working-age population with intermediate education)
SLTLFINTMFEZS - Labor force with intermediate education, male (% of male working-age population with intermediate education)
SLTLFINTMMAZS - Ratio of female to male labor force participation rate (%) (modeled ILO estimate)
SLTLFCACTFMZS - Self-employed, total (% of total employment) (modeled ILO estimate)
SLEMPSELFZS - Share of youth not in education, employment or training, female (% of female youth population)
SLUEMNEETFEZS - Share of youth not in education, employment or training, female (% of female youth population) (modeled ILO estimate)
SLUEMNEETFEMEZS - Share of youth not in education, employment or training, male (% of male youth population)
SLUEMNEETMAZS - Share of youth not in education, employment or training, male (% of male youth population) (modeled ILO estimate)
SLUEMNEETMAMEZS - Share of youth not in education, employment or training, total (% of youth population)
SLUEMNEETZS - Share of youth not in education, employment or training, total (% of youth population) (modeled ILO estimate)
SLUEMNEETMEZS - Unemployment with advanced education (% of total labor force with advanced education)
SLUEMADVNZS - Unemployment with advanced education, female (% of female labor force with advanced education)
SLUEMADVNFEZS - Unemployment with advanced education, male (% of male labor force with advanced education)
SLUEMADVNMAZS - Unemployment with basic education (% of total labor force with basic education)
SLUEMBASCZS - Unemployment with basic education, female (% of female labor force with basic education)
SLUEMBASCFEZS - Unemployment with basic education, male (% of male labor force with basic education)
SLUEMBASCMAZS - Unemployment with intermediate education (% of total labor force with intermediate education)
SLUEMINTMZS - Unemployment with intermediate education, female (% of female labor force with intermediate education)
SLUEMINTMFEZS - Unemployment with intermediate education, male (% of male labor force with intermediate education)
SLUEMINTMMAZS - Unemployment with secondary education (% of total unemployment)
SLUEMSECOZS - Unemployment, female (% of female labor force) (national estimate)
SLUEMTOTLFENEZS - Unemployment, male (% of male labor force) (national estimate)
SLUEMTOTLMANEZS - Unemployment, total (% of total labor force) (national estimate)
SLUEMTOTLNEZS - Unemployment, youth female (% of female labor force ages 15-24) (modeled ILO estimate)
SLUEM1524FEZS - Unemployment, youth female (% of female labor force ages 15-24) (national estimate)
SLUEM1524FENEZS - Unemployment, youth male (% of male labor force ages 15-24) (modeled ILO estimate)
SLUEM1524MAZS - Unemployment, youth male (% of male labor force ages 15-24) (national estimate)
SLUEM1524MANEZS - Unemployment, youth total (% of total labor force ages 15-24) (modeled ILO estimate)
SLUEM1524ZS - Unemployment, youth total (% of total labor force ages 15-24) (national estimate)
SLUEM1524NEZS - Wage and salaried workers, total (% of total employment) (modeled ILO estimate)
SLEMPWORKZS
Trade WB_TRADE
- Agricultural raw materials exports (% of merchandise exports)
TXVALAGRIZSUN - Agricultural raw materials imports (% of merchandise imports)
TMVALAGRIZSUN - Arms imports (SIPRI trend indicator values)
MSMILMPRTKD - Export unit value index (2015 = 100)
TXUVIMRCHXDWD - Export value index (2015 = 100)
TXVALMRCHXDWD - Export volume index (2015 = 100)
TXQTYMRCHXDWD - Food exports (% of merchandise exports)
TXVALFOODZSUN - Food imports (% of merchandise imports)
TMVALFOODZSUN - Fuel exports (% of merchandise exports)
TXVALFUELZSUN - Fuel imports (% of merchandise imports)
TMVALFUELZSUN - Goods exports (BoP, current US$)
BXGSRMRCHCD - Goods imports (BoP, current US$)
BMGSRMRCHCD - Import value index (2015 = 100)
TMVALMRCHXDWD - Import volume index (2015 = 100)
TMQTYMRCHXDWD - Manufactures exports (% of merchandise exports)
TXVALMANFZSUN - Manufactures imports (% of merchandise imports)
TMVALMANFZSUN - Merchandise exports (current US$)
TXVALMRCHCDWT - Merchandise exports by the reporting economy (current US$)
TXVALMRCHWLCD - Merchandise exports to high-income economies (% of total merchandise exports)
TXVALMRCHHIZS - Merchandise imports (current US$)
TMVALMRCHCDWT - Merchandise imports by the reporting economy (current US$)
TMVALMRCHWLCD - Merchandise imports from high-income economies (% of total merchandise imports)
TMVALMRCHHIZS - Merchandise imports from low- and middle-income economies outside region (% of total merchandise imports)
TMVALMRCHORZS - Ores and metals exports (% of merchandise exports)
TXVALMMTLZSUN - Ores and metals imports (% of merchandise imports)
TMVALMMTLZSUN
Urban Development WB_URBAN
- PM2.5 air pollution, mean annual exposure (micrograms per cubic meter)
ENATMPM25MCM3 - PM2.5 air pollution, population exposed to levels exceeding WHO guideline value (% of total)
ENATMPM25MCZS - Population in the largest city (% of urban population)
ENURBLCTYURZS - Population in urban agglomerations of more than 1 million
ENURBMCTY - Urban population
SPURBTOTL
Global Economic Monitor WB_GEM
- CPI Price, % y-o-y, nominal, seas. adj.
CPTOTSAXNZGY - CPI Price, nominal
CPTOTNSXN - CPI Price, nominal, seas. adj.
CPTOTSAXN - Core CPI,not seas.adj,,,
CORENS - Core CPI,seas.adj,,,
CORESA - Exchange rate, new LCU per USD extended backward, period average
DPANUSSPB - Exchange rate, old LCU per USD extended forward, period average
DPANUSSPF - Exports Merchandise, Customs, Price, US$
DXGSRMRCHNSXD - Exports Merchandise, Customs, Price, US$, seas. adj.
DXGSRMRCHSAXD - Exports Merchandise, Customs, constant US$, millions
DXGSRMRCHNSKD - Exports Merchandise, Customs, constant US$, millions, seas. adj.
DXGSRMRCHSAKD - Exports Merchandise, Customs, current US$, millions
DXGSRMRCHNSCD - Exports Merchandise, Customs, current US$, millions, seas. adj.
DXGSRMRCHSACD - Foreign Reserves, Months Import Cover, Goods
IMPCOV - GDP,constant 2010 LCU,millions,seas. adj.,
NYGDPMKTPSAKN - GDP,constant 2010 US$,millions,seas. adj.,
NYGDPMKTPSAKD - GDP,current LCU,millions,seas. adj.,
NYGDPMKTPSACN - GDP,current US$,millions,seas. adj.,
NYGDPMKTPSACD - Imports Merchandise, Customs, Price, US$
DMGSRMRCHNSXD - Imports Merchandise, Customs, Price, US$, seas. adj.
DMGSRMRCHSAXD - Imports Merchandise, Customs, constant US$, millions
DMGSRMRCHNSKD - Imports Merchandise, Customs, constant US$, millions, seas. adj.
DMGSRMRCHSAKD - Imports Merchandise, Customs, current US$, millions
DMGSRMRCHNSCD - Industrial Production, constant US$
IPTOTNSKD - Industrial Production, constant US$, seas. adj.
IPTOTSAKD - Nominal Effective Exchange Rate
NEER - Official exchange rate, LCU per USD, period average
DPANUSLCU - Real Effective Exchange Rate
REER - Retail Sales Volume,Index,,,
RETSALESSA - Stock Markets, LCU
DSTKMKTXN - Stock Markets, US$
DSTKMKTXD - Total Reserves
TOTRESV
2. Country
The country is the second dimension in the series key, using the ISO two-character code. Please click on this paragraph to see the list of the 101 countries we have loaded, and the World Bank’s world and regional aggregates.
- United Arab Emirates (The)
AE - Angola
AO - Argentina
AR - Austria
AT - Australia
AU - Azerbaijan
AZ - Bangladesh
BD - Belgium
BE - Bulgaria
BG - Bahrain
BH - Bolivia (Plurinational State Of)
BO - Brazil
BR - Belarus
BY - Canada
CA - Congo (The Democratic Republic Of The)
CD - Switzerland
CH - Côte D’ivoire
CI - Chile
CL - Cameroon
CM - China
CN - Colombia
CO - Costa Rica
CR - Czech Republic (The)
CZ - Germany
DE - Denmark
DK - Dominican Republic (The)
DO - Algeria
DZ - Ecuador
EC - Egypt
EG - Spain
ES - Ethiopia
ET - Finland
FI - France
FR - United Kingdom Of Great Britain and Northern Ireland (The)
GB - Georgia
GE - Ghana
GH - Greece
GR - Guatemala
GT - Hong Kong
HK - Croatia
HR - Hungary
HU - Indonesia
ID - Ireland
IE - Israel
IL - India
IN - Iraq
IQ - Iran (Islamic Republic Of)
IR - Italy
IT - Jordan
JO - Japan
JP - Kenya
KE - Cambodia
KH - Korea (The Republic Of)
KR - Kuwait
KW - Kazakhstan
KZ - Sri Lanka
LK - Lithuania
LT - Luxembourg
LU - Libya
LY - Morocco
MA - Myanmar
MM - Mexico
MX - Malaysia
MY - Nigeria
NG - Netherlands (The)
NL - Norway
NO - Nepal
NP - New Zealand
NZ - Oman
OM - Panama
PA - Peru
PE - Philippines (The)
PH - Pakistan
PK - Poland
PL - Puerto Rico
PR - Portugal
PT - Paraguay
PY - Qatar
QA - Romania
RO - Serbia
RS - Russian Federation (The)
RU - Saudi Arabia
SA - Sudan (The)
SD - Sweden
SE - Singapore
SG - Slovenia
SI - Slovakia
SK - Syrian Arab Republic
SY - Eswatini
SZ - Thailand
TH - Turkmenistan
TM - Tunisia
TN - Turkey
TR - Tanzania, United Republic Of
TZ - Ukraine
UA - Uganda
UG - United States Of America (The)
US - Uruguay
UY - Uzbekistan
UZ - VietNam
VN - South Africa (The Republic Of)
ZA
World and regional aggregates
Alongside the individual countries, we publish the World Bank’s own aggregates — the world total, the geographic regions, income groups, and lending categories. These use the same second dimension, so NYGDPMKTPCD.1W is world GDP.
- Arab World
1A - World
1W - East Asia & Pacific (excluding high income)
4E - IDA countries classified as fragile situations, excluding Sub-Saharan Africa
6F - IDA countries not classified as fragile situations, excluding Sub-Saharan Africa
6N - Non-resource rich Sub-Saharan Africa countries
6X - Europe & Central Asia (excluding high income)
7E - South Asia
8S - Sub-Saharan Africa excluding South Africa
A4 - Sub-Saharan Africa excluding South Africa and Nigeria
A5 - Africa
A9 - IBRD countries classified as high income
B1 - Latin America & the Caribbean (IBRD-only countries)
B2 - Middle East, North Africa, Afghanistan & Pakistan (IBRD only)
B3 - East Asia & Pacific (IBRD-only countries)
B4 - Sub-Saharan Africa (IBRD-only countries)
B6 - Europe & Central Asia (IBRD-only countries)
B7 - Central Europe and the Baltics
B8 - East Asia and the Pacific (IFC classification)
C4 - Europe and Central Asia (IFC classification)
C5 - Latin America and the Caribbean (IFC classification)
C6 - Middle East and North Africa (IFC classification)
C7 - South Asia (IFC classification)
C8 - Sub-Saharan Africa (IFC classification)
C9 - Latin America & the Caribbean (IDA-eligible countries)
D2 - Middle East, North Africa, Afghanistan & Pakistan (IDA total)
D3 - East Asia & Pacific (IDA-eligible countries)
D4 - South Asia (IDA-eligible countries)
D5 - Sub-Saharan Africa (IDA-eligible countries)
D6 - Europe & Central Asia (IDA-eligible countries)
D7 - European Union
EU - IDA countries in Sub-Saharan Africa classified as fragile situations
F6 - Middle East (developing only)
M1 - North Africa
M2 - IDA countries in Sub-Saharan Africa not classified as fragile situations
N6 - OECD members
OE - Resource rich Sub-Saharan Africa countries
R6 - Small states
S1 - Pacific island small states
S2 - Caribbean small states
S3 - Other small states
S4 - Latin America & the Caribbean (IDA & IBRD countries)
T2 - Middle East, North Africa, Afghanistan & Pakistan (IDA & IBRD)
T3 - East Asia & Pacific (IDA & IBRD countries)
T4 - South Asia (IDA & IBRD)
T5 - Sub-Saharan Africa (IDA & IBRD countries)
T6 - Europe & Central Asia (IDA & IBRD countries)
T7 - Pre-demographic dividend
V1 - Early-demographic dividend
V2 - Late-demographic dividend
V3 - Post-demographic dividend
V4 - Euro area
XC - High income
XD - Heavily indebted poor countries (HIPC)
XE - IBRD only
XF - IDA total
XG - IDA blend
XH - IDA only
XI - Latin America & Caribbean (excluding high income)
XJ - Least developed countries: UN classification
XL - Low income
XM - Lower middle income
XN - Low & middle income
XO - Middle income
XP - Middle East, North Africa, Afghanistan & Pakistan (excluding high income)
XQ - Upper middle income
XT - North America
XU - Not classified
XY - East Asia & Pacific
Z4 - Europe & Central Asia
Z7 - IBRD, including blend
ZB - Sub-Saharan Africa (excluding high income)
ZF - Sub-Saharan Africa
ZG - Africa Eastern and Southern
ZH - Africa Western and Central
ZI - Latin America & Caribbean
ZJ - Middle East, North Africa, Afghanistan & Pakistan
ZQ - IDA & IBRD total
ZT
International Categories