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World Bank Dataset: GDP per capita, PPP (current international $)
We can make this file beautiful and searchable if this error is corrected: It looks like row 3 should actually have 3 columns, instead of 67. in line 2.
"Data Source","World Development Indicators",
"Last Updated Date","2023-03-01",
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Country Code Region IncomeGroup SpecialNotes TableName
ABW Latin America & Caribbean High income Aruba
AFE 26 countries, stretching from the Red Sea in the North to the Cape of Good Hope in the South (https://www.worldbank.org/en/region/afr/eastern-and-southern-africa) Africa Eastern and Southern
AFG South Asia Low income The reporting period for national accounts data is designated as either calendar year basis (CY) or fiscal year basis (FY). For this country, it is fiscal year-based (fiscal year-end: March 20). Also, an estimate (PA.NUS.ATLS) of the exchange rate covers the same period and thus differs from the official exchange rate (CY). In addition, the World Bank systematically assesses the appropriateness of official exchange rates as conversion factors. In this country, multiple or dual exchange rate activity exists and must be accounted for appropriately in underlying statistics. An alternative estimate (“alternative conversion factor” - PA.NUS.ATLS) is thus calculated as a weighted average of the different exchange rates in use in the country. Doing so better reflects economic reality and leads to more accurate cross-country comparisons and country classifications by income level. For this country, this applies to the period 1960-2006. Alternative conversion factors are used in the Atlas methodology and elsewhere in World Development Indicators as single-year conversion factors. Afghanistan
AFW 22 countries, stretching from the westernmost point of Africa, across the equator, and partly along the Atlantic Ocean till the Republic of Congo in the South (https://www.worldbank.org/en/region/afr/western-and-central-africa) Africa Western and Central
AGO Sub-Saharan Africa Lower middle income The World Bank systematically assesses the appropriateness of official exchange rates as conversion factors. In this country, multiple or dual exchange rate activity exists and must be accounted for appropriately in underlying statistics. An alternative estimate (“alternative conversion factor” - PA.NUS.ATLS) is thus calculated as a weighted average of the different exchange rates in use in the country. Doing so better reflects economic reality and leads to more accurate cross-country comparisons and country classifications by income level. For this country, this applies to the period 1994-2021. Alternative conversion factors are used in the Atlas methodology and elsewhere in World Development Indicators as single-year conversion factors. Angola
ALB Europe & Central Asia Upper middle income Albania
AND Europe & Central Asia High income Andorra
ARB Arab World aggregate. Arab World is composed of members of the League of Arab States. Arab World
ARE Middle East & North Africa High income United Arab Emirates
ARG Latin America & Caribbean Upper middle income The World Bank systematically assesses the appropriateness of official exchange rates as conversion factors. In this country, multiple or dual exchange rate activity exists and must be accounted for appropriately in underlying statistics. An alternative estimate (“alternative conversion factor” - PA.NUS.ATLS) is thus calculated as a weighted average of the different exchange rates in use in the country. Doing so better reflects economic reality and leads to more accurate cross-country comparisons and country classifications by income level. For this country, this applies to the period 1971-2018. Alternative conversion factors are used in the Atlas methodology and elsewhere in World Development Indicators as single-year conversion factors. Argentina
ARM Europe & Central Asia Upper middle income Armenia
ASM East Asia & Pacific Upper middle income American Samoa
ATG Latin America & Caribbean High income Antigua and Barbuda
AUS East Asia & Pacific High income The reporting period for national accounts data is designated as either calendar year basis (CY) or fiscal year basis (FY). For this country, it is fiscal year-based (fiscal year-end: June 30). Also, an estimate (PA.NUS.ATLS) of the exchange rate covers the same period and thus differs from the official exchange rate (CY). Australia
AUT Europe & Central Asia High income A simple multiplier is used to convert the national currencies of EMU members to euros. The following irrevocable euro conversion rate was adopted by the EU Council on January 1, 1999: 1 euro = 13.7603 Austrian schilling. Please note that historical data before 1999 are not actual euros and are not comparable or suitable for aggregation across countries. Austria
AZE Europe & Central Asia Upper middle income Azerbaijan
BDI Sub-Saharan Africa Low income The World Bank systematically assesses the appropriateness of official exchange rates as conversion factors. In this country, multiple or dual exchange rate activity exists and must be accounted for appropriately in underlying statistics. An alternative estimate (“alternative conversion factor” - PA.NUS.ATLS) is thus calculated as a weighted average of the different exchange rates in use in the country. Doing so better reflects economic reality and leads to more accurate cross-country comparisons and country classifications by income level. For this country, this applies to the period 1983-2021. Alternative conversion factors are used in the Atlas methodology and elsewhere in World Development Indicators as single-year conversion factors. Burundi
BEL Europe & Central Asia High income A simple multiplier is used to convert the national currencies of EMU members to euros. The following irrevocable euro conversion rate was adopted by the EU Council on January 1, 1999: 1 euro = 40.3399 Belgian franc. Please note that historical data before 1999 are not actual euros and are not comparable or suitable for aggregation across countries. Belgium
BEN Sub-Saharan Africa Lower middle income Benin
BFA Sub-Saharan Africa Low income Burkina Faso
BGD South Asia Lower middle income The reporting period for national accounts data is designated as either calendar year basis (CY) or fiscal year basis (FY). For this country, it is fiscal year-based (fiscal year-end: June 30). Also, an estimate (PA.NUS.ATLS) of the exchange rate covers the same period and thus differs from the official exchange rate (CY). Bangladesh
BGR Europe & Central Asia Upper middle income Bulgaria
BHR Middle East & North Africa High income Bahrain
BHS Latin America & Caribbean High income Bahamas, The
BIH Europe & Central Asia Upper middle income Bosnia and Herzegovina
BLR Europe & Central Asia Upper middle income Data before 2015 were adjusted to reflect the new denomination effective from July 1, 2016 (BYN), a decrease of 10,000 times (1 BYN = 10,000 BYR) Belarus
BLZ Latin America & Caribbean Upper middle income Belize
BMU North America High income Bermuda
BOL Latin America & Caribbean Lower middle income Bolivia
BRA Latin America & Caribbean Upper middle income Brazil
BRB Latin America & Caribbean High income Barbados
BRN East Asia & Pacific High income Brunei Darussalam
BTN South Asia Lower middle income Bhutan
BWA Sub-Saharan Africa Upper middle income Botswana
CAF Sub-Saharan Africa Low income Central African Republic
CAN North America High income Fiscal year end: March 31; reporting period for national accounts data: CY. Canada
CEB Central Europe and the Baltics aggregate. Central Europe and the Baltics
CHE Europe & Central Asia High income Switzerland
CHI Europe & Central Asia High income Channel Islands
CHL Latin America & Caribbean High income Chile
CHN East Asia & Pacific Upper middle income On 1 July 1997 China resumed its exercise of sovereignty over Hong Kong, and on 20 December 1999, China resumed its exercise of sovereignty over Macao. Unless otherwise noted, data for China do not include data for Hong Kong SAR, China; Macao SAR, China; or Taiwan, China. The World Bank systematically assesses the appropriateness of official exchange rates as conversion factors. In this country, multiple or dual exchange rate activity exists and must be accounted for appropriately in underlying statistics. An alternative estimate (“alternative conversion factor” - PA.NUS.ATLS) is thus calculated as a weighted average of the different exchange rates in use in the country. Doing so better reflects economic reality and leads to more accurate cross-country comparisons and country classifications by income level. For this country, this applies to the period 1978-1993. Alternative conversion factors are used in the Atlas methodology and elsewhere in World Development Indicators as single-year conversion factors. China
CIV Sub-Saharan Africa Lower middle income Côte d'Ivoire
CMR Sub-Saharan Africa Lower middle income Cameroon
COD Sub-Saharan Africa Low income The World Bank systematically assesses the appropriateness of official exchange rates as conversion factors. In this country, multiple or dual exchange rate activity exists and must be accounted for appropriately in underlying statistics. An alternative estimate (“alternative conversion factor” - PA.NUS.ATLS) is thus calculated as a weighted average of the different exchange rates in use in the country. Doing so better reflects economic reality and leads to more accurate cross-country comparisons and country classifications by income level. For this country, this applies to the period 1999-2004. Alternative conversion factors are used in the Atlas methodology and elsewhere in World Development Indicators as single-year conversion factors. Congo, Dem. Rep.
COG Sub-Saharan Africa Lower middle income Congo, Rep.
COL Latin America & Caribbean Upper middle income Colombia
COM Sub-Saharan Africa Lower middle income Comoros
CPV Sub-Saharan Africa Lower middle income Cabo Verde
CRI Latin America & Caribbean Upper middle income Costa Rica
CSS Caribbean small states
CUB Latin America & Caribbean Upper middle income Cuba
CUW Latin America & Caribbean High income Curaçao
CYM Latin America & Caribbean High income Cayman Islands
CYP Europe & Central Asia High income A simple multiplier is used to convert the national currencies of EMU members to euros. The following irrevocable euro conversion rate entered into force on January 1, 2008: 1 euro = 0.585274 Cyprus pounds. Please note that historical data are not actual euros and are not comparable or suitable for aggregation across countries. Cyprus
CZE Europe & Central Asia High income Czechia
DEU Europe & Central Asia High income A simple multiplier is used to convert the national currencies of EMU members to euros. The following irrevocable euro conversion rate was adopted by the EU Council on January 1, 1999: 1 euro = 1.95583 Deutsche Mark. Please note that historical data before 1999 are not actual euros and are not comparable or suitable for aggregation across countries. Germany
DJI Middle East & North Africa Lower middle income Djibouti
DMA Latin America & Caribbean Upper middle income Dominica
DNK Europe & Central Asia High income Denmark
DOM Latin America & Caribbean Upper middle income Dominican Republic
DZA Middle East & North Africa Lower middle income Algeria
EAP East Asia & Pacific (excluding high income)
EAR Early-dividend countries are mostly lower-middle-income countries further along the fertility transition. Fertility rates have fallen below four births per woman and the working-age share of the population is likely rising considerably. Early-demographic dividend
EAS East Asia and Pacific regional aggregate (includes all income levels). East Asia & Pacific
ECA Europe & Central Asia (excluding high income)
ECS Europe and Central Asia regional aggregate (includes all income levels). Europe & Central Asia
ECU Latin America & Caribbean Upper middle income Ecuador
EGY Middle East & North Africa Lower middle income The reporting period for national accounts data is designated as either calendar year basis (CY) or fiscal year basis (FY). For this country, it is fiscal year-based (fiscal year-end: June 30) for the years 1980 and after. The data from 1973 to 1979 refer to the calendar year data. Also, an estimate (PA.NUS.ATLS) of the exchange rate covers the same period and thus differs from the official exchange rate (CY). In addition, the World Bank systematically assesses the appropriateness of official exchange rates as conversion factors. In this country, multiple or dual exchange rate activity exists and must be accounted for appropriately in underlying statistics. An alternative estimate (“alternative conversion factor” - PA.NUS.ATLS) is thus calculated as a weighted average of the different exchange rates in use in the country. Doing so better reflects economic reality and leads to more accurate cross-country comparisons and country classifications by income level. For this country, this applies to the period 1965-2021. Alternative conversion factors are used in the Atlas methodology and elsewhere in World Development Indicators as single-year conversion factors. Egypt, Arab Rep.
EMU Euro area aggregate. Euro area
ERI Sub-Saharan Africa Low income The World Bank systematically assesses the appropriateness of official exchange rates as conversion factors. In this country, multiple or dual exchange rate activity exists and must be accounted for appropriately in underlying statistics. An alternative estimate (“alternative conversion factor” - PA.NUS.ATLS) is thus calculated as a weighted average of the different exchange rates in use in the country. Doing so better reflects economic reality and leads to more accurate cross-country comparisons and country classifications by income level. For this country, this applies to the period 1992-1997. Alternative conversion factors are used in the Atlas methodology and elsewhere in World Development Indicators as single-year conversion factors. Eritrea
ESP Europe & Central Asia High income A simple multiplier is used to convert the national currencies of EMU members to euros. The following irrevocable euro conversion rate was adopted by the EU Council on January 1, 1999: 1 euro = 166.386 Spanish peseta. Please note that historical data before 1999 are not actual euros and are not comparable or suitable for aggregation across countries. Spain
EST Europe & Central Asia High income The following irrevocable euro conversion rate entered into force on January 1, 2011: 1 euro = 15.6466 Estonian kroon. Please note that historical data are not actual euros and are not comparable or suitable for aggregation across countries. Estonia
ETH Sub-Saharan Africa Low income The reporting period for national accounts data is designated as either calendar year basis (CY) or fiscal year basis (FY). For this country, it is fiscal year-based (fiscal year-end: July 7). Also, an estimate (PA.NUS.ATLS) of the exchange rate covers the same period and thus differs from the official exchange rate (CY). Ethiopia
EUU European Union aggregate. European Union
FCS Fragile and conflict-affected situations aggregate. Countries are distinguished based on the nature and severity of issues they face. The classification uses the following categories: - Countries with high levels of institutional and social fragility, identified based on publicly available indicators that measure the quality of policy and institutions and manifestations of fragility. - Countries affected by violent conflict, identified based on a threshold number of conflict-related deaths relative to the population. This category includes two sub-categories based on the intensity of violence: countries in high-intensity conflict and countries in medium-intensity conflict. For more information, please visit https://www.worldbank.org/en/topic/fragilityconflictviolence/brief/harmonized-list-of-fragile-situations. Fragile and conflict affected situations
FIN Europe & Central Asia High income A simple multiplier is used to convert the national currencies of EMU members to euros. The following irrevocable euro conversion rate was adopted by the EU Council on January 1, 1999: 1 euro = 5.94573 Finnish markka. Please note that historical data before 1999 are not actual euros and are not comparable or suitable for aggregation across countries. Finland
FJI East Asia & Pacific Upper middle income Fiji
FRA Europe & Central Asia High income The following irrevocable euro conversion rate was adopted by the EU Council on January 1, 1999: 1 euro = 6.55957 French franc. Please note that historical data before 1999 are not actual euros and are not comparable or suitable for aggregation across countries. France
FRO Europe & Central Asia High income Faroe Islands
FSM East Asia & Pacific Lower middle income Fiscal year ends on September 30; reporting period for national accounts data: FY. The source for national accounts data is the Pacific and Virgin Islands Training Initiative. Micronesia, Fed. Sts.
GAB Sub-Saharan Africa Upper middle income Gabon
GBR Europe & Central Asia High income United Kingdom
GEO Europe & Central Asia Upper middle income Includes self-governed areas only, which mostly exclude Abkhazia and South Ossetia, but small areas in Abkhazia and South Ossetia are included before 2008 or 2009 because of the changes in self-governed areas. Georgia
GHA Sub-Saharan Africa Lower middle income The World Bank systematically assesses the appropriateness of official exchange rates as conversion factors. In this country, multiple or dual exchange rate activity exists and must be accounted for appropriately in underlying statistics. An alternative estimate (“alternative conversion factor” - PA.NUS.ATLS) is thus calculated as a weighted average of the different exchange rates in use in the country. Doing so better reflects economic reality and leads to more accurate cross-country comparisons and country classifications by income level. For this country, this applies to the period 1974-1987. Alternative conversion factors are used in the Atlas methodology and elsewhere in World Development Indicators as single-year conversion factors. Ghana
GIB Europe & Central Asia High income The DEC conversion is not reported when national accounts data are unavailable. Gibraltar
GIN Sub-Saharan Africa Low income Guinea
GMB Sub-Saharan Africa Low income Gambia, The
GNB Sub-Saharan Africa Low income Guinea-Bissau
GNQ Sub-Saharan Africa Upper middle income Equatorial Guinea
GRC Europe & Central Asia High income A simple multiplier is used to convert the national currencies of EMU members to euros. The following irrevocable euro conversion rate was adopted by the EU Council on January 1, 1999: 1 euro = 340.75 Greek drachma. Please note that historical data before 1999 are not actual euros and are not comparable or suitable for aggregation across countries. Greece
GRD Latin America & Caribbean Upper middle income Grenada
GRL Europe & Central Asia High income Greenland
GTM Latin America & Caribbean Upper middle income The World Bank systematically assesses the appropriateness of official exchange rates as conversion factors. In this country, multiple or dual exchange rate activity exists and must be accounted for appropriately in underlying statistics. An alternative estimate (“alternative conversion factor” - PA.NUS.ATLS) is thus calculated as a weighted average of the different exchange rates in use in the country. Doing so better reflects economic reality and leads to more accurate cross-country comparisons and country classifications by income level. For this country, this applies to the period 1985-2003. Alternative conversion factors are used in the Atlas methodology and elsewhere in World Development Indicators as single-year conversion factors. Guatemala
GUM East Asia & Pacific High income Guam
GUY Latin America & Caribbean Upper middle income Guyana
HIC High income group aggregate. High-income economies are those in which 2021 GNI per capita was more than $13,205. High income
HKG East Asia & Pacific High income On 1 July 1997 China resumed its exercise of sovereignty over Hong Kong. Unless otherwise noted, data for China do not include data for Hong Kong SAR, China; Macao SAR, China; or Taiwan, China. Agriculture value added includes mining and quarrying. Hong Kong SAR, China
HND Latin America & Caribbean Lower middle income The World Bank systematically assesses the appropriateness of official exchange rates as conversion factors. In this country, multiple or dual exchange rate activity exists and must be accounted for appropriately in underlying statistics. An alternative estimate (“alternative conversion factor” - PA.NUS.ATLS) is thus calculated as a weighted average of the different exchange rates in use in the country. Doing so better reflects economic reality and leads to more accurate cross-country comparisons and country classifications by income level. For this country, this applies to the period 1988-1989. Alternative conversion factors are used in the Atlas methodology and elsewhere in World Development Indicators as single-year conversion factors. Honduras
HPC The Heavily Indebted Poor Countries (HIPC) refer to countries that participated in the HIPC Initiative, launched in 1996 by the IMF and World Bank to reduce external debt burdens of the most heavily indebted poor countries at that time to sustainable levels. To date, the majority of the countries completed the program, receiving 76 billion in debt-service relief over time. For more details, visit https://www.imf.org/en/About/Factsheets/Sheets/2016/08/01/16/11/Debt-Relief-Under-the-Heavily-Indebted-Poor-Countries-Initiative. Data are aggregates for HIPC. Heavily indebted poor countries (HIPC)
HRV Europe & Central Asia High income Croatia
HTI Latin America & Caribbean Lower middle income The reporting period for national accounts data is designated as either calendar year basis (CY) or fiscal year basis (FY). For this country, it is fiscal year-based (fiscal year-end: September 30). Also, an estimate (PA.NUS.ATLS) of the exchange rate covers the same period and thus differs from the official exchange rate (CY). Haiti
HUN Europe & Central Asia High income Hungary
IBD IBRD only group aggregate. IBRD only
IBT IDA and IBRD total group aggregate (includes IDA only, IDA blend, and IBRD only). IDA & IBRD total
IDA IDA total group aggregate (includes IDA only and IDA blend). IDA total
IDB IDA blend group aggregate. IDA blend
IDN East Asia & Pacific Lower middle income Fiscal year end: March 31; reporting period for national accounts data: CY. Data for Indonesia include Timor-Leste through 1999 unless otherwise noted. Indonesia
IDX IDA only group aggregate. IDA only
IMN Europe & Central Asia High income Classification for years after 2012 was adjusted and figures were re-estimated by the World Bank, based on the detailed data published by the Cabinet Office, and are not consistent with data for 2011 and before. Isle of Man
IND South Asia Lower middle income The reporting period for national accounts data is designated as either calendar year basis (CY) or fiscal year basis (FY). For this country, it is fiscal year-based (fiscal year-end: March 31). Also, an estimate (PA.NUS.ATLS) of the exchange rate covers the same period and thus differs from the official exchange rate (CY). India
IRL Europe & Central Asia High income A simple multiplier is used to convert the national currencies of EMU members to euros. The following irrevocable euro conversion rate was adopted by the EU Council on January 1, 1999: 1 euro = 0.787564 Irish pound. Please note that historical data before 1999 are not actual euros and are not comparable or suitable for aggregation across countries. Ireland
IRN Middle East & North Africa Lower middle income The reporting period for national accounts data is designated as either calendar year basis (CY) or fiscal year basis (FY). For this country, it is fiscal year-based (fiscal year-end: March 20). The World Bank systematically assesses the appropriateness of official exchange rates as conversion factors. In this country, multiple or dual exchange rate activity exists and must be accounted for appropriately in underlying statistics. An alternative estimate (“alternative conversion factor” - PA.NUS.ATLS) is thus calculated as a weighted average of the different exchange rates in use in the country. Doing so better reflects economic reality and leads to more accurate cross-country comparisons and country classifications by income level. For this country, this applies to 1972-2021. Alternative conversion factors are used in the Atlas methodology and elsewhere in World Development Indicators as single-year conversion factors. Iran, Islamic Rep.
IRQ Middle East & North Africa Upper middle income Iraq
ISL Europe & Central Asia High income Iceland
ISR Middle East & North Africa High income Israel
ITA Europe & Central Asia High income A simple multiplier is used to convert the national currencies of EMU members to euros. The following irrevocable euro conversion rate was adopted by the EU Council on January 1, 1999: 1 euro = 1936.27 Italian lira. Please note that historical data before 1999 are not actual euros and are not comparable or suitable for aggregation across countries. Italy
JAM Latin America & Caribbean Upper middle income Jamaica
JOR Middle East & North Africa Upper middle income Jordan
JPN East Asia & Pacific High income Fiscal year end: March 31; reporting period for national accounts data: CY. Japan
KAZ Europe & Central Asia Upper middle income Kazakhstan
KEN Sub-Saharan Africa Lower middle income Fiscal year end: June 30; reporting period for national accounts data: CY. Kenya
KGZ Europe & Central Asia Lower middle income Kyrgyz Republic
KHM East Asia & Pacific Lower middle income The World Bank systematically assesses the appropriateness of official exchange rates as conversion factors. In this country, multiple or dual exchange rate activity exists and must be accounted for appropriately in underlying statistics. An alternative estimate (“alternative conversion factor” - PA.NUS.ATLS) is thus calculated as a weighted average of the different exchange rates in use in the country. Doing so better reflects economic reality and leads to more accurate cross-country comparisons and country classifications by income level. For this country, this applies to the period 1963-2004. Alternative conversion factors are used in the Atlas methodology and elsewhere in World Development Indicators as single-year conversion factors. Cambodia
KIR East Asia & Pacific Lower middle income Kiribati
KNA Latin America & Caribbean High income St. Kitts and Nevis
KOR East Asia & Pacific High income Korea, Rep.
KWT Middle East & North Africa High income Kuwait
LAC Latin America & Caribbean (excluding high income)
LAO East Asia & Pacific Lower middle income The World Bank systematically assesses the appropriateness of official exchange rates as conversion factors. In this country, multiple or dual exchange rate activity exists and must be accounted for appropriately in underlying statistics. An alternative estimate (“alternative conversion factor” - PA.NUS.ATLS) is thus calculated as a weighted average of the different exchange rates in use in the country. Doing so better reflects economic reality and leads to more accurate cross-country comparisons and country classifications by income level. For this country, this applies to the period 1960-2020. Alternative conversion factors are used in the Atlas methodology and elsewhere in World Development Indicators as single-year conversion factors. Lao PDR
LBN Middle East & North Africa Lower middle income The World Bank systematically assesses the appropriateness of official exchange rates as conversion factors. In this country, multiple or dual exchange rate activity exists and must be accounted for appropriately in underlying statistics. An alternative estimate (“alternative conversion factor” - PA.NUS.ATLS) is thus calculated as a weighted average of the different exchange rates in use in the country. Doing so better reflects economic reality and leads to more accurate cross-country comparisons and country classifications by income level. For this country, this applies to the period 1984-2021. Alternative conversion factors are used in the Atlas methodology and elsewhere in World Development Indicators as single-year conversion factors. Lebanon
LBR Sub-Saharan Africa Low income National accounts data are provided in the US dollar. Liberia
LBY Middle East & North Africa Upper middle income Libya
LCA Latin America & Caribbean Upper middle income St. Lucia
LCN Latin America & Caribbean
LDC Least developed countries: UN classification
LIC Low income group aggregate. Low-income economies are those in which 2021 GNI per capita was $1,085 or less. Low income
LIE Europe & Central Asia High income Liechtenstein
LKA South Asia Lower middle income Sri Lanka's lending category changed from IBRD to IDA in December 2022 (see more details <a href="https://www.worldbank.org/en/news/press-release/2022/12/05/world-bank-approves-sri-lanka-s-eligibility-to-access-concessional-financing-to-help-stabilize-the-economy"> here </a>). However, the economy is still counted as IBRD in the IDA- and IBRD-relevant group data in this version of WDI. Sri Lanka
LMC Lower middle income group aggregate. Lower-middle-income economies are those in which 2021 GNI per capita was between $1,086 and $4,255. Lower middle income
LMY Low and middle-income group aggregate. Low and middle-income economies are those in which 2021 GNI per capita was less than $13,205. Low & middle income
LSO Sub-Saharan Africa Lower middle income Fiscal year end: March 31; reporting period for national accounts data: CY. Lesotho
LTE Late-dividend countries are mostly upper middle-income countries. Fertility rates are typically above replacement levels of 2.1 births per woman but continue to decline with shrinking working-age shares and rapid aging. Late-demographic dividend
LTU Europe & Central Asia High income A simple multiplier is used to convert the national currencies of EMU members to euros. The following irrevocable euro conversion rate entered into force on January 1, 2015: 1 euro = 3.45280 Lithuanian litas. Please note that historical data are not actual euros and are not comparable or suitable for aggregation across countries. Lithuania
LUX Europe & Central Asia High income A simple multiplier is used to convert the national currencies of EMU members to euros. The following irrevocable euro conversion rate was adopted by the EU Council on January 1, 1999: 1 euro = 40.3399 Luxembourg franc. Please note that historical data before 1999 are not actual euros and are not comparable or suitable for aggregation across countries. Luxembourg
LVA Europe & Central Asia High income A simple multiplier is used to convert the national currencies of EMU members to euros. The following irrevocable euro conversion rate entered into force on January 1, 2014: 1 euro = 0.702804 Latvian lats. Please note that historical data are not actual euros and are not comparable or suitable for aggregation across countries. Based on data from EUROSTAT, the new reference year is 2010. Latvia
MAC East Asia & Pacific High income On 20 December 1999 China resumed its exercise of sovereignty over Macao. Unless otherwise noted, data for China do not include data for Hong Kong SAR, China; Macao SAR, China; or Taiwan, China. Macao SAR, China
MAF Latin America & Caribbean High income St. Martin (French part)
MAR Middle East & North Africa Lower middle income Morocco
MCO Europe & Central Asia High income Monaco
MDA Europe & Central Asia Upper middle income Excluding Transnistria. For 1950-94, World Bank estimates using UN World Population Prospects' growth rates of whole Moldova. Moldova
MDG Sub-Saharan Africa Low income Madagascar
MDV South Asia Upper middle income Maldives
MEA Middle East and North Africa regional aggregate (includes all income levels). Middle East & North Africa
MEX Latin America & Caribbean Upper middle income Mexico
MHL East Asia & Pacific Upper middle income Fiscal year ends on September 30; reporting period for national accounts data: FY. Marshall Islands
MIC Middle income group aggregate. Middle-income economies are those in which 2021 GNI per capita was between $1,086 and $13,205. Middle income
MKD Europe & Central Asia Upper middle income North Macedonia
MLI Sub-Saharan Africa Low income Mali
MLT Middle East & North Africa High income A simple multiplier is used to convert the national currencies of EMU members to euros. The following irrevocable euro conversion rate entered into force on January 1, 2008: 1 euro = 0.4293 Maltese lira. Please note that historical data are not actual euros and are not comparable or suitable for aggregation across countries. National accounts data source from 1995 to 2015 is Eurostat; prior to 1995 is UN. Malta
MMR East Asia & Pacific Lower middle income The reporting period for national accounts data is designated as either calendar year basis (CY) or fiscal year basis (FY). For this country, it is fiscal year-based (fiscal year-end: September 30). Also, an estimate (PA.NUS.ATLS) of the exchange rate covers the same period and thus differs from the official exchange rate (CY). In addition, the World Bank systematically assesses the appropriateness of official exchange rates as conversion factors. In this country, multiple or dual exchange rate activity exists and must be accounted for appropriately in underlying statistics. An alternative estimate (“alternative conversion factor” - PA.NUS.ATLS) is thus calculated as a weighted average of the different exchange rates in use in the country. Doing so better reflects economic reality and leads to more accurate cross-country comparisons and country classifications by income level. For this country, this applies to the period 1960-2014. Alternative conversion factors are used in the Atlas methodology and elsewhere in World Development Indicators as single-year conversion factors. Myanmar
MNA Middle East & North Africa (excluding high income)
MNE Europe & Central Asia Upper middle income Montenegro declared independence from Serbia and Montenegro on June 3, 2006. Where available, data for each country are shown separately. However, for Serbia, some indicators continue to include data for Montenegro through 2005. Montenegro
MNG East Asia & Pacific Lower middle income The World Bank systematically assesses the appropriateness of official exchange rates as conversion factors. In this country, multiple or dual exchange rate activity exists and must be accounted for appropriately in underlying statistics. An alternative estimate (“alternative conversion factor” - PA.NUS.ATLS) is thus calculated as a weighted average of the different exchange rates in use in the country. Doing so better reflects economic reality and leads to more accurate cross-country comparisons and country classifications by income level. For this country, this applies to the period 1991-2004. Alternative conversion factors are used in the Atlas methodology and elsewhere in World Development Indicators as single-year conversion factors. Mongolia
MNP East Asia & Pacific High income Northern Mariana Islands
MOZ Sub-Saharan Africa Low income Mozambique
MRT Sub-Saharan Africa Lower middle income National account data were adjusted to reflect the new banknote (1 new ouguiya = 10 old ouguiya) Mauritania
MUS Sub-Saharan Africa Upper middle income Mauritius
MWI Sub-Saharan Africa Low income Malawi
MYS East Asia & Pacific Upper middle income Malaysia
NAC North America regional aggregate. There are no economies in North America classified as low or middle income. North America
NAM Sub-Saharan Africa Upper middle income Fiscal year end: March 31; reporting period for national accounts data: CY. Namibia
NCL East Asia & Pacific High income New Caledonia
NER Sub-Saharan Africa Low income Niger
NGA Sub-Saharan Africa Lower middle income The World Bank systematically assesses the appropriateness of official exchange rates as conversion factors. In this country, multiple or dual exchange rate activity exists and must be accounted for appropriately in underlying statistics. An alternative estimate (“alternative conversion factor” - PA.NUS.ATLS) is thus calculated as a weighted average of the different exchange rates in use in the country. Doing so better reflects economic reality and leads to more accurate cross-country comparisons and country classifications by income level. For this country, this applies to 1970-2020. Alternative conversion factors are used in the Atlas methodology and elsewhere in World Development Indicators as single-year conversion factors. Nigeria
NIC Latin America & Caribbean Lower middle income The World Bank systematically assesses the appropriateness of official exchange rates as conversion factors. In this country, multiple or dual exchange rate activity exists and must be accounted for appropriately in underlying statistics. An alternative estimate (“alternative conversion factor” - PA.NUS.ATLS) is thus calculated as a weighted average of the different exchange rates in use in the country. Doing so better reflects economic reality and leads to more accurate cross-country comparisons and country classifications by income level. For this country, this applies to the period 1988-2006. Alternative conversion factors are used in the Atlas methodology and elsewhere in World Development Indicators as single-year conversion factors. Nicaragua
NLD Europe & Central Asia High income A simple multiplier is used to convert the national currencies of EMU members to euros. The following irrevocable euro conversion rate was adopted by the EU Council on January 1, 1999: 1 euro = 2.20371 Netherlands guilder. Please note that historical data before 1999 are not actual euros and are not comparable or suitable for aggregation across countries. Netherlands
NOR Europe & Central Asia High income Norway
NPL South Asia Lower middle income The reporting period for national accounts data is designated as either calendar year basis (CY) or fiscal year basis (FY). For this country, it is fiscal year-based (fiscal year-end: July 14). Also, an estimate (PA.NUS.ATLS) of the exchange rate covers the same period and thus differs from the official exchange rate (CY). Nepal
NRU East Asia & Pacific High income The reporting period for national accounts data is designated as either calendar year basis (CY) or fiscal year basis (FY). For this country, it is fiscal year-based (fiscal year-end: June 30). Also, an estimate (PA.NUS.ATLS) of the exchange rate covers the same period and thus differs from the official exchange rate (CY). Nauru
NZL East Asia & Pacific High income Fiscal year end: March 31; reporting period for national accounts data: CY. New Zealand
OED OECD members
OMN Middle East & North Africa High income Oman
OSS Other small states
PAK South Asia Lower middle income The reporting period for national accounts data is designated as either calendar year basis (CY) or fiscal year basis (FY). For this country, it is fiscal year-based (fiscal year-end: June 30). Also, an estimate (PA.NUS.ATLS) of the exchange rate covers the same period and thus differs from the official exchange rate (CY). Pakistan
PAN Latin America & Caribbean High income Panama
PER Latin America & Caribbean Upper middle income The World Bank systematically assesses the appropriateness of official exchange rates as conversion factors. In this country, multiple or dual exchange rate activity exists and must be accounted for appropriately in underlying statistics. An alternative estimate (“alternative conversion factor” - PA.NUS.ATLS) is thus calculated as a weighted average of the different exchange rates in use in the country. Doing so better reflects economic reality and leads to more accurate cross-country comparisons and country classifications by income level. For this country, this applies to the period 1988-2009. Alternative conversion factors are used in the Atlas methodology and elsewhere in World Development Indicators as single-year conversion factors. Peru
PHL East Asia & Pacific Lower middle income Philippines
PLW East Asia & Pacific Upper middle income Fiscal year ends on September 30; reporting period for national accounts data: FY. Palau
PNG East Asia & Pacific Lower middle income Papua New Guinea
POL Europe & Central Asia High income Poland
PRE Pre-dividend countries are mostly low-income countries, lagging in key human development indicators and with current fertility levels above four births per woman. They face very rapid population growth. Pre-demographic dividend
PRI Latin America & Caribbean High income Fiscal year end: June 30; reporting period for national accounts data: FY. Puerto Rico
PRK East Asia & Pacific Low income Korea, Dem. People's Rep.
PRT Europe & Central Asia High income A simple multiplier is used to convert the national currencies of EMU members to euros. The following irrevocable euro conversion rate was adopted by the EU Council on January 1, 1999: 1 euro = 200.482 Portuguese escudo. Please note that historical data before 1999 are not actual euros and are not comparable or suitable for aggregation across countries. Portugal
PRY Latin America & Caribbean Upper middle income The World Bank systematically assesses the appropriateness of official exchange rates as conversion factors. In this country, multiple or dual exchange rate activity exists and must be accounted for appropriately in underlying statistics. An alternative estimate (“alternative conversion factor” - PA.NUS.ATLS) is thus calculated as a weighted average of the different exchange rates in use in the country. Doing so better reflects economic reality and leads to more accurate cross-country comparisons and country classifications by income level. For this country, this applies to the period 1982-1988. Alternative conversion factors are used in the Atlas methodology and elsewhere in World Development Indicators as single-year conversion factors. Paraguay
PSE Middle East & North Africa Lower middle income National accounts data are provided in the US dollar. West Bank and Gaza
PSS Pacific island small states aggregate. Pacific island small states
PST Post-dividend countries are mostly high-income countries where fertility has transitioned below replacement levels. Post-demographic dividend
PYF East Asia & Pacific High income French Polynesia
QAT Middle East & North Africa High income Qatar
ROU Europe & Central Asia High income The World Bank systematically assesses the appropriateness of official exchange rates as conversion factors. In this country, multiple or dual exchange rate activity exists and must be accounted for appropriately in underlying statistics. An alternative estimate (“alternative conversion factor” - PA.NUS.ATLS) is thus calculated as a weighted average of the different exchange rates in use in the country. Doing so better reflects economic reality and leads to more accurate cross-country comparisons and country classifications by income level. For this country, this applies to the period 1987-1992. Alternative conversion factors are used in the Atlas methodology and elsewhere in World Development Indicators as single-year conversion factors. Romania
RUS Europe & Central Asia Upper middle income Russian Federation
RWA Sub-Saharan Africa Low income Rwanda
SAS South Asia
SAU Middle East & North Africa High income Saudi Arabia
SDN Sub-Saharan Africa Low income The World Bank systematically assesses the appropriateness of official exchange rates as conversion factors. In this country, multiple or dual exchange rate activity exists and must be accounted for appropriately in underlying statistics. An alternative estimate (“alternative conversion factor” - PA.NUS.ATLS) is thus calculated as a weighted average of the different exchange rates in use in the country. Doing so better reflects economic reality and leads to more accurate cross-country comparisons and country classifications by income level. For this country, this applies to the period 2018-2020. Alternative conversion factors are used in the Atlas methodology and elsewhere in World Development Indicators as single-year conversion factors. Sudan
SEN Sub-Saharan Africa Lower middle income Senegal
SGP East Asia & Pacific High income Fiscal year end: March 31; reporting period for national accounts data: CY. Singapore
SLB East Asia & Pacific Lower middle income Solomon Islands
SLE Sub-Saharan Africa Low income Sierra Leone
SLV Latin America & Caribbean Lower middle income El Salvador
SMR Europe & Central Asia High income San Marino
SOM Sub-Saharan Africa Low income The World Bank systematically assesses the appropriateness of official exchange rates as conversion factors. In this country, multiple or dual exchange rate activity exists and must be accounted for appropriately in underlying statistics. An alternative estimate (“alternative conversion factor” - PA.NUS.ATLS) is thus calculated as a weighted average of the different exchange rates in use in the country. Doing so better reflects economic reality and leads to more accurate cross-country comparisons and country classifications by income level. For this country, this applies to the period 1977-2017. Alternative conversion factors are used in the Atlas methodology and elsewhere in World Development Indicators as single-year conversion factors. Somalia
SRB Europe & Central Asia Upper middle income Montenegro declared independence from Serbia and Montenegro on June 3, 2006. Where available, data for each country are shown separately. However, for Serbia, some indicators, such as those series for which data appear only for Serbia and not Montenegro--e.g., aid, environment, external debt, balance of payments, various social indicators excluding population--continue to include data for Montenegro through 2005. Moreover, data from 1999 onward for Serbia for most indicators exclude data for Kosovo, 1999 being the year when Kosovo became a territory under international administration pursuant to UN Security Council Resolution 1244 (1999); any exceptions are noted. Kosovo became a World Bank member on June 29, 2009; available data are shown separately for Kosovo. In 2011, the Statistical Office of Serbia improved the methodology of national accounts data for 2003 onward. Specifically, the classification of sectors was revised. Serbia
SSA Sub-Saharan Africa (excluding high income)
SSD Sub-Saharan Africa Low income The reporting period for national accounts data is designated as either calendar year basis (CY) or fiscal year basis (FY). For this country, it is fiscal year-based (fiscal year-end: June 30). Also, an estimate (PA.NUS.ATLS) of the exchange rate covers the same period and thus differs from the official exchange rate (CY). South Sudan
SSF Sub-Saharan Africa regional aggregate (includes all income levels). Sub-Saharan Africa
SST Small states (members of the Small States Forum) aggregate. Small states
STP Sub-Saharan Africa Lower middle income National account data were adjusted to reflect the new banknote (1 new Dobra STN = 1000 old Dobra STD) São Tomé and Principe
SUR Latin America & Caribbean Upper middle income The World Bank systematically assesses the appropriateness of official exchange rates as conversion factors. In this country, multiple or dual exchange rate activity exists and must be accounted for appropriately in underlying statistics. An alternative estimate (“alternative conversion factor” - PA.NUS.ATLS) is thus calculated as a weighted average of the different exchange rates in use in the country. Doing so better reflects economic reality and leads to more accurate cross-country comparisons and country classifications by income level. For this country, this applies to 1989-2021. Alternative conversion factors are used in the Atlas methodology and elsewhere in World Development Indicators as single-year conversion factors. Suriname
SVK Europe & Central Asia High income A simple multiplier is used to convert the national currencies of EMU members to euros. The following irrevocable euro conversion rate entered into force on January 1, 2009: 1 euro = 30.126 Slovak koruna. Please note that historical data are not actual euros and are not comparable or suitable for aggregation across countries. Slovak Republic
SVN Europe & Central Asia High income A simple multiplier is used to convert the national currencies of EMU members to euros. The following irrevocable euro conversion rate entered into force on January 1, 2007: 1 euro = 239.64 Slovenian tolar. Please note that historical data are not actual euros and are not comparable or suitable for aggregation across countries. Slovenia
SWE Europe & Central Asia High income Fiscal year end: June 30; reporting period for national accounts data: CY. Sweden
SWZ Sub-Saharan Africa Lower middle income Fiscal year end: March 31; reporting period for national accounts data: CY. Authorities revised national accounts from 1999 to 2015. Eswatini
SXM Latin America & Caribbean High income Sint Maarten (Dutch part)
SYC Sub-Saharan Africa High income Seychelles
SYR Middle East & North Africa Low income The World Bank systematically assesses the appropriateness of official exchange rates as conversion factors. In this country, multiple or dual exchange rate activity exists and must be accounted for appropriately in underlying statistics. An alternative estimate (“alternative conversion factor” - PA.NUS.ATLS) is thus calculated as a weighted average of the different exchange rates in use in the country. Doing so better reflects economic reality and leads to more accurate cross-country comparisons and country classifications by income level. For this country, this applies to the period 2011-2017. Alternative conversion factors are used in the Atlas methodology and elsewhere in World Development Indicators as single-year conversion factors. Syrian Arab Republic
TCA Latin America & Caribbean High income Turks and Caicos Islands
TCD Sub-Saharan Africa Low income Chad
TEA East Asia & Pacific (IDA & IBRD countries) aggregate. East Asia & Pacific (IDA & IBRD)
TEC Europe & Central Asia (IDA & IBRD countries) aggregate. Europe & Central Asia (IDA & IBRD)
TGO Sub-Saharan Africa Low income Togo
THA East Asia & Pacific Upper middle income Fiscal year end: September 30; reporting period for national accounts data: CY. Thailand
TJK Europe & Central Asia Lower middle income Tajikistan
TKM Europe & Central Asia Upper middle income Turkmenistan
TLA Latin America & the Caribbean (IDA & IBRD countries) aggregate. Latin America & Caribbean (IDA & IBRD)
TLS East Asia & Pacific Lower middle income Timor-Leste
TMN Middle East & North Africa (IDA & IBRD countries) aggregate. Middle East & North Africa (IDA & IBRD)
TON East Asia & Pacific Upper middle income The reporting period for national accounts data is designated as either calendar year basis (CY) or fiscal year basis (FY). For this country, it is fiscal year-based (fiscal year-end: June 30). Also, an estimate (PA.NUS.ATLS) of the exchange rate covers the same period and thus differs from the official exchange rate (CY). Tonga
TSA South Asia (IDA & IBRD countries) aggregate. South Asia (IDA & IBRD)
TSS Sub-Saharan Africa (IDA & IBRD countries) aggregate. Sub-Saharan Africa (IDA & IBRD)
TTO Latin America & Caribbean High income Trinidad and Tobago
TUN Middle East & North Africa Lower middle income Tunisia
TUR Europe & Central Asia Upper middle income Türkiye
TUV East Asia & Pacific Upper middle income Tuvalu
TZA Sub-Saharan Africa Lower middle income Tanzania
UGA Sub-Saharan Africa Low income The reporting period for national accounts data is designated as either calendar year basis (CY) or fiscal year basis (FY). For this country, it is fiscal year-based (fiscal year-end: June 30). Also, an estimate (PA.NUS.ATLS) of the exchange rate covers the same period and thus differs from the official exchange rate (CY). In addition, the World Bank systematically assesses the appropriateness of official exchange rates as conversion factors. In this country, multiple or dual exchange rate activity exists and must be accounted for appropriately in underlying statistics. An alternative estimate (“alternative conversion factor” - PA.NUS.ATLS) is thus calculated as a weighted average of the different exchange rates in use in the country. Doing so better reflects economic reality and leads to more accurate cross-country comparisons and country classifications by income level. For this country, this applies to 1960-2009. Alternative conversion factors are used in the Atlas methodology and elsewhere in World Development Indicators as single-year conversion factors. Uganda
UKR Europe & Central Asia Lower middle income Ukraine
UMC Upper middle income group aggregate. Upper-middle-income economies are those in which 2021 GNI per capita was between $4,256 and $13,205. Upper middle income
URY Latin America & Caribbean High income Uruguay
USA North America High income United States
UZB Europe & Central Asia Lower middle income Uzbekistan
VCT Latin America & Caribbean Upper middle income St. Vincent and the Grenadines
VEN Latin America & Caribbean Venezuela, RB
VGB Latin America & Caribbean High income British Virgin Islands
VIR Latin America & Caribbean High income Virgin Islands (U.S.)
VNM East Asia & Pacific Lower middle income Vietnam
VUT East Asia & Pacific Lower middle income Vanuatu
WLD World aggregate. World
WSM East Asia & Pacific Lower middle income The reporting period for national accounts data is designated as either calendar year basis (CY) or fiscal year basis (FY). For this country, it is fiscal year-based (fiscal year-end: June 30). Also, an estimate (PA.NUS.ATLS) of the exchange rate covers the same period and thus differs from the official exchange rate (CY). Samoa
XKX Europe & Central Asia Upper middle income Kosovo
YEM Middle East & North Africa Low income The World Bank systematically assesses the appropriateness of official exchange rates as conversion factors. In this country, multiple or dual exchange rate activity exists and must be accounted for appropriately in underlying statistics. An alternative estimate (“alternative conversion factor” - PA.NUS.ATLS) is thus calculated as a weighted average of the different exchange rates in use in the country. Doing so better reflects economic reality and leads to more accurate cross-country comparisons and country classifications by income level. For this country, this applies to 1990-2019. Alternative conversion factors are used in the Atlas methodology and elsewhere in World Development Indicators as single-year conversion factors. Yemen, Rep.
ZAF Sub-Saharan Africa Upper middle income Fiscal year end: March 31; reporting period for national accounts data: CY. South Africa
ZMB Sub-Saharan Africa Low income National accounts data were rebased to reflect the January 1, 2013, introduction of the new Zambian kwacha at a rate of 1,000 old kwacha = 1 new kwacha. Zambia
ZWE Sub-Saharan Africa Lower middle income National Accounts data are reported in Zimbabwean Dollar (ZWL). Before 2017, one ZWL is set to be equal to one USD. The World Bank systematically assesses the appropriateness of official exchange rates as conversion factors. In this country, multiple or dual exchange rate activity exists and must be accounted for appropriately in underlying statistics. An alternative estimate (“alternative conversion factor” - PA.NUS.ATLS) is thus calculated as a weighted average of the different exchange rates in use in the country. Doing so better reflects economic reality and leads to more accurate cross-country comparisons and country classifications by income level. For this country, this applies to the period 2017-2020. Alternative conversion factors are used in the Atlas methodology and elsewhere in World Development Indicators as single-year conversion factors. Zimbabwe
INDICATOR_CODE INDICATOR_NAME SOURCE_NOTE SOURCE_ORGANIZATION
NY.GDP.PCAP.PP.CD GDP per capita, PPP (current international $) This indicator provides per capita values for gross domestic product (GDP) expressed in current international dollars converted by purchasing power parity (PPP) conversion factor. GDP is the sum of gross value added by all resident producers in the country plus any product taxes and minus any subsidies not included in the value of the products. conversion factor is a spatial price deflator and currency converter that controls for price level differences between countries. Total population is a mid-year population based on the de facto definition of population, which counts all residents regardless of legal status or citizenship. International Comparison Program, World Bank | World Development Indicators database, World Bank | Eurostat-OECD PPP Programme.
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