E C O N S T A T S TM

other data sets

imf weo imf ifs sdds wb wdi es ad hoc sources: World Bank, World Development Indicators and EconStatsTM

C O U N T R I E S

East Asia & Pacific Low & middle income Afghanistan Aruba Belgium Brunei Darussalam Central African Rep Costa Rica Dominican Rep Fiji Greece Honduras Isle of Man Korea Dem. Rep Liberia Malaysia Micronesia Fed. Sts. Nepal Norway Poland Sao Tome/Prn Solomon Isl Suriname Togo United Kingdom Yemen Rep Europe & Central Asia Middle income Albania Australia Belize Bulgaria Chad Cote d'Ivoire Ecuador Finland Greenland Hong Kong Israel Korea Rep Libya Maldives Moldova Netherlands Oman Portugal Saudi Arabia Somalia Swaziland Tonga United States Zambia Euro area Middle East & N Africa Algeria Austria Benin Burkina Faso Channel Isl Croatia Egypt Arab Rep France Grenada Hungary Italy Kosovo Liechtenstein Mali Monaco Netherlands Antilles Pakistan Puerto Rico Senegal South Africa Sweden Trinidad and Tobago Uruguay Zimbabwe High income High income: nonOECD American Samoa Azerbaijan Bermuda Burundi Chile Cuba El Salvador French Polynesia Guam Iceland Jamaica Kuwait Lithuania Malta Mongolia New Caledonia Palau Qatar Serbia Spain Switzerland Tunisia Uzbekistan   Heavily indebted poor countries High income: OECD Andorra Bahamas The Bhutan Cambodia China Cyprus Equatorial Guinea Gabon Guatemala India Japan Kyrgyz Rep Luxembourg Marshall Isl Montenegro New Zealand Panama Romania Seychelles Sri Lanka Syrian Arab Rep Turkey Vanuatu   Latin America & Caribbean South Asia Angola Bahrain Bolivia Cameroon Colombia Czech Rep Eritrea Gambia The Guinea Indonesia Jordan Lao PDR Macao Mauritania Morocco Nicaragua Papua New Guinea Russian Fed Sierra Leone St. Kitts and Nevis Tajikistan Turkmenistan Venezuela RB   Least developed countries Sub-Saharan Africa Antigua and Barbuda Bangladesh Bosnia/Hrz Canada Comoros Denmark Estonia Georgia Guinea-Bissau Iran Islamic Rep Kazakhstan Latvia Macedonia FYR Mauritius Mozambique Niger Paraguay Rwanda Singapore St. Lucia Tanzania Uganda Vietnam   Low income Upper middle income Argentina Barbados Botswana Cape Verde Congo Dem. Rep Djibouti Ethiopia Germany Guyana Iraq Kenya Lebanon Madagascar Mayotte Myanmar Nigeria Peru Samoa Slovak Rep St. Vincentet Grnd Thailand Ukraine Virgin Isl (U.S.)   Lower middle income World Armenia Belarus Brazil Cayman Isl Congo Rep Dominica Faeroe Isl Ghana Haiti Ireland Kiribati Lesotho Malawi Mexico Namibia Nern Mariana Isl Philippines San Marino Slovenia Sudan Timor-Leste United Arab Emirates West Bank and Gaza

V A R I A B L E S

AGRICULTURAL PRODUCTION Agricultural machinery tractors Fertilizer cons (metric tons) Fertilizer cons (% of fertilizer prodn) Fertilizer cons (kg / hectare of arable land) Land under cereal prodn (hectares) Agricultural machinery tractors / 100 sq. km of arable land Crop prodn index (1999-2001 = 100) Food prodn index (1999-2001 = 100) Livestock prodn index (1999-2001 = 100) Cereal yield (kg / hectare) Agriculture value added / worker (constant 2000 US$) Economically active population in agriculture (number)

LAND USE Agricultural land (sq. km) Agricultural land (% of land area) Arable land (hectares) Arable land (hectares / person) Arable land (% of land area) Permanent cropland (% of land area) Forest area (sq. km) Forest area (% of land area) Agricultural irrigated land (% of total agricultural land) Average precipitation in depth (mm / year) Land area (sq. km) Surface area (sq. km)

BALANCE OF PAYMENTS Trade in services (% of GDP) Net income (BoP current US$) Insurance and finl services (% of service exports BoP) Workers' remittances and compensation of emps received (current US$) Communications computer etc. (% of service imports BoP) Net trade in goods and services (BoP current US$) Goods exports (BoP current US$) Workers' remittances and compensation of emps received (% of GDP) Income payments (BoP current US$) Net trade in goods (BoP current US$) Service exports (BoP current US$) Total reserves (includes gold current US$) Imports of goods and services (BoP current US$) Net errors and omissions adjusted (BoP current US$) Royalty and license fees receipts (BoP current US$) Total reserves (% of total external debt) Insurance and finl services (% of service imports BoP) Foreign direct investment net (BoP current US$) Exports of goods services and income (BoP current US$) Total reserves in months of imports Goods imports (BoP current US$) Portfolio investment excluding LCFAR (BoP current US$) Transport services (% of service exports BoP) Total reserves minus gold (current US$) Service imports (BoP current US$) Changes in net reserves (BoP current US$) Travel services (% of service exports BoP)   Royalty and license fees payments (BoP current US$) Net current transfers (BoP current US$) Foreign direct investment net inflows in reporting economy (DRS current US$)   Imports of goods services and income (BoP current US$) Net capital account (BoP current US$) Foreign direct investment net inflows (BoP current US$)   Transport services (% of service imports BoP) Grants excluding technical cooperation (current US$) Foreign direct investment net inflows (% of GDP)   Travel services (% of service imports BoP) Technical cooperation grants (current US$) Profit remittances on FDI (current US$)   Foreign direct investment net outflows (% of GDP) Communications computer etc. (% of service exports BoP) Portfolio investment equity (DRS current US$)   Workers' remittances and compensation of emps paid (current US$) Income receipts (BoP current US$) Portfolio equity net inflows (BoP current US$)   Current account balance (BoP current US$) Exports of goods and services (BoP current US$) Current transfers receipts (BoP current US$)   Current account balance (% of GDP) Exports of goods services income and workers' remittances (BoP current US$) Workers' remittances receipts (BoP current US$)

COMMUNICATIONS ICT service exports (BoP current US$) Telephone lines (per 100 people) Telecommunications revenue (% GDP) ICT service exports (% of service exports BoP) Fixed broadband Internet subscribers Mobile and fixed-line telephone subscribers Information and communication technology expenditure / capita (current US$) Fixed broadband Internet subscribers (per 100 people) Mobile and fixed-line telephone subscribers / emp Information and communication technology expenditure (current US$) International Internet bandwidth (Mbps) Mobile and fixed-line telephone subscribers (per 100 people) Information and communication technology expenditure (% of GDP) International Internet bandwidth (bits / person) Households with television (%) Fixed broadband Internet access tariff (US$ / month) Secure Internet servers ICT goods imports (% total goods imports) Population covered by mobile cellular network (%) Secure Internet servers (per 1 million people) ICT goods exports (% of total goods exports) Mobile cellular subscriptions Internet users   Mobile cellular subscriptions (per 100 people) Internet users (per 100 people)   Personal computers Daily newspapers (per 1000 people)   Personal computers (per 100 people) Residential fixed line telephone tariff (US$ / month)   International voice traffic (out and in minutes) Telephone emps total   International voice traffic (minutes / person) Telecommunications investment (current LCU)   Mobile cellular prepaid tariff (US$ / month) Telecommunications investment (% of revenue)   Telephone lines Telecommunications revenue (current LCU)

CAPITAL MARKETS Financing via international capital markets (gross inflows % of GDP) S&P Global Equity Indices (annual % change) Market capitalization of listed companies (current US$) Market capitalization of listed companies (% of GDP) Listed domestic companies total Stocks traded total value (current US$) Stocks traded total value (% of GDP) Stocks traded turnover ratio (%)

OFFICIAL DEVELOPMENT ASSISTANCE Net bilateral aid flows from DAC donors Australia (current US$) Net bilateral aid flows from DAC donors Japan (current US$) Net official flows from UN agencies UNDP (current US$) Net ODA received (% of central government expense) Net bilateral aid flows from DAC donors Austria (current US$) Net bilateral aid flows from DAC donors Luxembourg (current US$) Net official flows from UN agencies UNFPA (current US$)   Net bilateral aid flows from DAC donors Belgium (current US$) Net bilateral aid flows from DAC donors Netherlands (current US$) Net official flows from UN agencies UNRWA (current US$)   Net bilateral aid flows from DAC donors Canada (current US$) Net bilateral aid flows from DAC donors Norway (current US$) Net official flows from UN agencies UNTA (current US$)   Net bilateral aid flows from DAC donors European Commission (current US$) Net bilateral aid flows from DAC donors New Zealand (current US$) Net official flows from UN agencies WFP (current US$)   Net bilateral aid flows from DAC donors Switzerland (current US$) Net bilateral aid flows from DAC donors Portugal (current US$) Net official development assistance and official aid received (current US$)   Net bilateral aid flows from DAC donors Germany (current US$) Net bilateral aid flows from DAC donors Sweden (current US$) Net official development assistance and official aid received (constant 2007 US$)   Net bilateral aid flows from DAC donors Denmark (current US$) Net bilateral aid flows from DAC donors Total (current US$) Net official aid received (current US$)   Net bilateral aid flows from DAC donors Spain (current US$) Net bilateral aid flows from DAC donors United States (current US$) Net official aid received (constant 2007 US$)   Net bilateral aid flows from DAC donors Finland (current US$) IDA grants (current US$) Net official development assistance received (current US$)   Net bilateral aid flows from DAC donors France (current US$) Debt forgiveness grants (current US$) Net ODA received (% of gross capital formation)   Net bilateral aid flows from DAC donors United Kingdom (current US$) Net official flows from UN agencies IFAD (current US$) Net ODA received (% of GNI)   Net bilateral aid flows from DAC donors Greece (current US$) Net official flows from UN agencies UNAIDS (current US$) Net official development assistance received (constant 2007 US$)   Net bilateral aid flows from DAC donors Ireland (current US$) Net official flows from UN agencies UNICEF (current US$) Net ODA received (% of imports of goods and services)   Net bilateral aid flows from DAC donors Italy (current US$) Net official flows from UN agencies UNHCR (current US$) Net ODA received / capita (current US$)

EXTERNAL DEBT PPG bilateral (AMT current US$) PNG commercial banks and other creditors (AMT current US$) Cross-currency valuation (current US$) Disbursements on external debt long-term + IMF (DIS current US$) External debt stocks concessional (DOD current US$) Short-term debt (% of total external debt) External debt stocks long-term public sector (DOD current US$) Average interest on new external debt commitments (%) PPG multilateral (INT current US$) Interest rescheduled official (current US$) Net finl flows IBRD (NFL current US$) Net finl flows RDB concessional (NFL current US$) PNG bonds (NTR current US$) Public and publicly guaranteed debt service (% of exports excluding workers' remittances) Undisbursed external debt official creditors (UND current US$) PPG bilateral concessional (AMT current US$) PPG other private creditors (AMT current US$) Currency composition of PPG debt Deutsche mark (%) Disbursements on external debt long-term (DIS current US$) Concessional debt (% of total external debt) PPG IBRD (DOD current US$) Present value of external debt (current US$) Average interest on new external debt commitments official (%) PPG multilateral concessional (INT current US$) Interest rescheduled private (current US$) Net finl flows IDA (NFL current US$) Net finl flows RDB nonconcessional (NFL current US$) PNG commercial banks and other creditors (NTR current US$) PPG IBRD (TDS current US$) Undisbursed external debt private creditors (UND current US$) IMF repurchases (AMT current US$) PPG private creditors (AMT current US$) Currency composition of PPG debt Euro (%) Disbursements on external debt private nonguaranteed (PNG) (DIS current US$) PPG bilateral (DOD current US$) PPG IDA (DOD current US$) Present value of external debt (% of exports of goods services and income) Average interest on new external debt commitments private (%) PPG official creditors (INT current US$) Average maturity on new external debt commitments (years) Net finl flows multilateral (NFL current US$) PPG bilateral (NTR current US$) PPG other private creditors (NTR current US$) PPG IDA (TDS current US$)   Principal repayments on external debt long-term + IMF (AMT current US$) Principal arrears public and publicly guaranteed (current US$) Currency composition of PPG debt French franc (%) Disbursements on external debt public and publicly guaranteed (PPG) (DIS current US$) PPG bilateral concessional (DOD current US$) PPG multilateral (DOD current US$) Present value of external debt (% of GNI) PPG bilateral (INT current US$) PPG bonds (INT current US$) Average maturity on new external debt commitments official (years) PPG multilateral concessional (NFL current US$) PPG bilateral concessional (NTR current US$) PPG private creditors (NTR current US$) Multilateral debt service (TDS current US$)   Principal repayments on external debt long-term (AMT current US$) Principal arrears official creditors (current US$) Currency composition of PPG debt Japanese yen (%) PPG IBRD (DIS current US$) External debt stocks total (DOD current US$) Multilateral debt (% of total external debt) Residual debt stock-flow reconciliation (current US$) PPG bilateral concessional (INT current US$) PPG commercial banks (INT current US$) Average maturity on new external debt commitments private (years) Net finl flows others (NFL current US$) Net transfers on external debt total (NTR current US$) PPG bilateral (TDS current US$) Multilateral debt service (% of public and publicly guaranteed debt service)   Principal repayments on external debt private nonguaranteed (PNG) (AMT current US$) Principal arrears private creditors (current US$) Currency composition of PPG debt Multiple currencies (%) PPG IDA (DIS current US$) Total change in external debt stocks (current US$) PPG multilateral concessional (DOD current US$) External debt stocks variable rate (DOD current US$) Interest payments on external debt total (INT current US$) PNG bonds (INT current US$) Net finl flows bilateral (NFL current US$) EBRD private nonguaranteed (NFL current US$) Net transfers on external debt long-term (NTR current US$) PPG bilateral concessional (TDS current US$) PPG multilateral concessional (TDS current US$)   Principal repayments on external debt public and publicly guaranteed (PPG) (AMT current US$) Principal forgiven (current US$) Currency composition of PPG debt all other currencies (%) PPG multilateral (DIS current US$) External debt stocks (% of exports of goods services and income) IBRD loans and IDA credits (DOD current US$) Debt buyback (current US$) Interest payments on external debt (% of exports of goods services and income) PNG commercial banks and other creditors (INT current US$) PPG bilateral concessional (NFL current US$) IFC private nonguaranteed (NFL current US$) Net transfers on external debt private nonguaranteed (PNG) (NTR current US$) Debt service on external debt total (TDS current US$) PPG official creditors (TDS current US$)   PPG IBRD (AMT current US$) Principal rescheduled (current US$) Currency composition of PPG debt SDR (%) PPG multilateral concessional (DIS current US$) External debt stocks (% of GNI) PPG official creditors (DOD current US$) Debt stock reduction (current US$) Interest payments on external debt (% of GNI) PPG other private creditors (INT current US$) Portfolio investment bonds (PPG + PNG) (NFL current US$) PPG official creditors (NFL current US$) Net transfers on external debt public and publicly guaranteed (PPG) (NTR current US$) Total debt service (% of exports of goods services and income) PPG bonds (TDS current US$)   PPG IDA (AMT current US$) Principal rescheduled official (current US$) Currency composition of PPG debt Swiss franc (%) PPG official creditors (DIS current US$) Use of IMF credit (DOD current US$) PPG bonds (DOD current US$) Debt stock rescheduled (current US$) IMF charges (INT current US$) PPG private creditors (INT current US$) Net flows on external debt total (NFL current US$) PPG bonds (NFL current US$) PPG IBRD (NTR current US$) Total debt service (% of GNI) PPG commercial banks (TDS current US$)   PPG multilateral (AMT current US$) Principal rescheduled private (current US$) Currency composition of PPG debt Pound sterling (%) PPG bonds (DIS current US$) External debt stocks long-term (DOD current US$) PPG commercial banks (DOD current US$) Average grace period on new external debt commitments (years) Interest payments on external debt long-term (INT current US$) Interest arrears public and publicly guaranteed (current US$) Net flows on external debt long-term (NFL current US$) PPG commercial banks (NFL current US$) PPG IDA (NTR current US$) IMF repurchases and charges (TDS current US$) PNG bonds (TDS current US$)   PPG multilateral concessional (AMT current US$) Commitments public and publicly guaranteed (COM current US$) Currency composition of PPG debt U.S. dollars (%) PPG commercial banks (DIS current US$) External debt stocks private nonguaranteed (PNG) (DOD current US$) PNG bonds (DOD current US$) Average grace period on new external debt commitments official (years) Interest payments on external debt private nonguaranteed (PNG) (INT current US$) Net change in interest arrears (current US$) Net flows on external debt private nonguaranteed (PNG) (NFL current US$) Commercial banks and other lending (PPG + PNG) (NFL current US$) PPG multilateral (NTR current US$) Debt service on external debt long-term (TDS current US$) PNG commercial banks and other creditors (TDS current US$)   PPG official creditors (AMT current US$) Commitments IBRD (COM current US$) Debt forgiveness or reduction (current US$) PNG bonds (DIS current US$) External debt stocks public and publicly guaranteed (PPG) (DOD current US$) PNG commercial banks and other creditors (DOD current US$) Average grace period on new external debt commitments private (years) Interest payments on external debt public and publicly guaranteed (PPG) (INT current US$) Interest arrears official creditors (current US$) Net flows on external debt public and publicly guaranteed (PPG) (NFL current US$) PNG bonds (NFL current US$) PPG multilateral concessional (NTR current US$) Debt service on external debt private nonguaranteed (PNG) (TDS current US$) PPG other private creditors (TDS current US$)   PPG bonds (AMT current US$) Commitments IDA (COM current US$) PPG bilateral (DIS current US$) PNG commercial banks and other creditors (DIS current US$) External debt stocks short-term (DOD current US$) PPG other private creditors (DOD current US$) Average grant element on new external debt commitments (%) Interest payments on external debt short-term (INT current US$) Interest arrears private creditors (current US$) Net flows on external debt short-term (NFL current US$) PNG commercial banks and other creditors (NFL current US$) PPG official creditors (NTR current US$) Debt service (PPG and IMF only % of exports excluding workers' remittances) PPG private creditors (TDS current US$)   PPG commercial banks (AMT current US$) Commitments official creditors (COM current US$) PPG bilateral concessional (DIS current US$) PPG other private creditors (DIS current US$) Short-term debt (% of total reserves) External debt stocks long-term private sector (DOD current US$) Average grant element on new external debt commitments official (%) PPG IBRD (INT current US$) Interest forgiven (current US$) Net finl flows IMF concessional (NFL current US$) PPG other private creditors (NFL current US$) PPG bonds (NTR current US$) Debt service on external debt public and publicly guaranteed (PPG) (TDS current US$) Total amount of debt rescheduled (current US$)   PNG bonds (AMT current US$) Commitments private creditors (COM current US$) IMF purchases (DIS current US$) PPG private creditors (DIS current US$) Short-term debt (% of exports of goods services and income) PPG private creditors (DOD current US$) Average grant element on new external debt commitments private (%) PPG IDA (INT current US$) Interest rescheduled (capitalized) (current US$) Net finl flows IMF nonconcessional (NFL current US$) PPG private creditors (NFL current US$) PPG commercial banks (NTR current US$) Public and publicly guaranteed debt service (% of GNI) Undisbursed external debt total (UND current US$)

WATER POLLUTION Water pollution clay and glass industry (% of total BOD emissions) Water pollution chemical industry (% of total BOD emissions) Water pollution food industry (% of total BOD emissions) Water pollution metal industry (% of total BOD emissions) Water pollution other industry (% of total BOD emissions) Water pollution paper and pulp industry (% of total BOD emissions) Organic water pollutant (BOD) emissions (kg / day) Water pollution textile industry (% of total BOD emissions) Water pollution wood industry (% of total BOD emissions) Organic water pollutant (BOD) emissions (kg / day / worker)

ENERGY PRODUCTION & USE Energy prodn (kt of oil equivalent) GDP / unit of energy use (constant 2005 PPP $ / kg of oil equivalent) Electricity prodn from coal sources (kWh) Energy imports net (% of energy use) Electricity prodn from coal sources (% of total) Alternative and nuclear energy (% of total energy use) Electricity prodn from hydroelectric sources (kWh) Fossil fuel energy cons (% of total) Electricity prodn from hydroelectric sources (% of total) Energy use (kg of oil equivalent) / $1000 GDP (constant 2005 PPP) Electric power transmission and distn losses (kWh) Energy use (kt of oil equivalent) Electric power transmission and distn losses (% of output) Combustible renewables and waste (metric tons of oil equivalent) Electricity prodn from natural gas sources (kWh) Combustible renewables and waste (% of total energy) Electricity prodn from natural gas sources (% of total) Electric power cons (kWh) Electricity prodn from nuclear sources (kWh) Electric power cons (kWh / capita) Electricity prodn from nuclear sources (% of total) Energy use (kg of oil equivalent / capita) Electricity prodn from oil sources (kWh)   Electricity prodn from oil sources (% of total)   Electricity prodn (kWh)   GDP / unit of energy use (PPP $ / kg of oil equivalent)

EMISSIONS CO2 intensity (kg / kg of oil equivalent energy use) CO2 emissions (kg / 2000 US$ of GDP) CO2 emissions (kt) CO2 emissions (metric tons / capita) CO2 emissions (kg / PPP $ of GDP) CO2 emissions (kg / 2005 PPP $ of GDP) Other greenhouse gas emissions HFC PFC and SF6 (thousand metric tons of CO2 equivalent) Agricultural methane emissions (% of total) Energy related methane emissions (% of total) Methane emissions (kt of CO2 equivalent) Agricultural nitrous oxide emissions (% of total) Energy related nitrous oxide emissions (% of total) Nitrous oxide emissions (thousand metric tons of CO2 equivalent) PM10 country level (micrograms / cubic meter)

BIODIVERSITY & PROTECTED AREAS Bird species threatened Fish species threatened Plant species (higher) threatened Mammal species threatened GEF benefits index for biodiversity (0 = no biodiversity potential to 100 = maximum) Terrestrial protected areas (number) Terrestrial protected areas (% of total surface area) Marine protected areas (number) Marine protected areas (% of total surface area)

DENSITY & URBANIZATION Population density (people / sq. km) Population in largest city Population in the largest city (% of urban population) Population in urban agglomerations of more than 1 million Population in urban agglomerations of more than 1 million (% of total population) Rural population Rural population growth (annual %) Rural population (% of total population) Urban population growth (annual %) Urban population Urban population (% of total)

TRANSPORTATION Pump price for diesel fuel (US$ / liter) Roads passengers carried (million passenger-km) Pump price for gasoline (US$ / liter) Road sector gasoline fuel cons (kt of oil equivalent) Burden of customs procedure WEF (1=extremely inefficient to 7=extremely efficient) Road sector gasoline fuel cons / capita (kt of oil equivalent) Quality of port infrastructure WEF (1=extremely underdeveloped to 7=well developed and efficient by international standards) Roads total network (km) Air transport registered carrier departures worldwide Railways goods transported (million ton-km) Air transport freight (million ton-km) Railways passengers carried (million passenger-km) Air transport passengers carried Rail lines (total route-km) Road sector diesel fuel cons (kt of oil equivalent) Liner shipping connectivity index (maximum value in 2004 = 100) Road sector diesel fuel cons / capita (kt of oil equivalent) Container port traffic (TEU: 20 foot equivalent units) Road density (km of road / sq. km of land area) Motor vehicles (per 1000 people) Road sector energy cons (kt of oil equivalent) Passenger cars (per 1000 people) Road sector energy cons / capita (kt of oil equivalent) Vehicles (per km of road) Road sector energy cons (% of total energy cons)   Roads goods transported (million ton-km)   Roads paved (% of total roads)

FRESHWATER Annual freshwater withdrawals agriculture (% of total freshwater withdrawal) Annual freshwater withdrawals domestic (% of total freshwater withdrawal) Annual freshwater withdrawals industry (% of total freshwater withdrawal) Annual freshwater withdrawals total (billion cubic meters) Annual freshwater withdrawals total (% of internal resources) Renewable internal freshwater resources total (billion cubic meters) Renewable internal freshwater resources / capita (cubic meters)

ASSETS Bank nonperfoming loans to total gross loans (%) Bank capital to assets ratio (%) Net domestic credit (current LCU) Claims on governments and other public entities (current LCU) Claims on governments etc. (annual growth as % of M2) Net foreign assets (current LCU) Claims on private sector (annual growth as % of M2) Domestic credit provided by banking sector (% of GDP) Domestic credit to private sector (% of GDP)

MONETARY HOLDINGS (LIABILITIES) Bank liquid reserves to bank assets ratio (%) Money (current LCU) Money and quasi money (M2) (current LCU) Money and quasi money (M2) as % of GDP Money and quasi money (M2) to total reserves ratio Money and quasi money growth (annual %) Quasi money (current LCU) Liquid liabilities (M3) as % of GDP Quasi-liquid liabilities (% of GDP)

EXCHANGE RATES & PRICES Consumer price index (2005 = 100) Inflation consumer prices (annual %) Wholesale price index (2005 = 100) Inflation GDP deflator (annual %) GDP deflator (base year varies by country) DEC alternative conversion factor (LCU / US$) Official exchange rate (LCU / US$ period average) Real effective exchange rate index (2000 = 100)

INTEREST RATES Deposit interest rate (%) Lending interest rate (%) Interest rate spread (lending rate minus deposit rate %) Real interest rate (%) Risk premium on lending (prime rate minus treasury bill rate %)

GOVERNMENT FINANCE Highest marginal tax rate corporate rate (%) Revenue excluding grants (current LCU) Taxes on income profits and capital gains (current LCU) Subsidies and other transfers (% of expense) Highest marginal tax rate individual (on income exceeding US$) Revenue excluding grants (% of GDP) Taxes on income profits and capital gains (% of revenue)   Highest marginal tax rate individual rate (%) Taxes on exports (current LCU) Taxes on income profits and capital gains (% of total taxes)   Cash surplus/deficit (current LCU) Taxes on exports (% of tax revenue) Compensation of emps (current LCU)   Cash surplus/deficit (% of GDP) Taxes on goods and services (current LCU) Compensation of emps (% of expense)   Central government debt total (current LCU) Taxes on goods and services (% of revenue) Goods and services expense (current LCU)   Central government debt total (% of GDP) Taxes on goods and services (% value added of industry and services) Goods and services expense (% of expense)   Net incurrence of liabilities domestic (current LCU) Customs and other import duties (current LCU) Interest payments (current LCU)   Net incurrence of liabilities domestic (% of GDP) Customs and other import duties (% of tax revenue) Interest payments (% of revenue)   Net incurrence of liabilities foreign (current LCU) Taxes on international trade (current LCU) Interest payments (% of expense)   Net incurrence of liabilities foreign (% of GDP) Taxes on international trade (% of revenue) Other expense (current LCU)   Grants and other revenue (current LCU) Other taxes (current LCU) Other expense (% of expense)   Grants and other revenue (% of revenue) Other taxes (% of revenue) Expense (current LCU)   Social contributions (current LCU) Tax revenue (current LCU) Expense (% of GDP)   Social contributions (% of revenue) Tax revenue (% of GDP) Subsidies and other transfers (current LCU)

TECHNOLOGY Research and development expenditure (% of GDP) Scientific and technical journal articles Patent applications nonresidents Patent applications residents Trademark applications aggregate direct Trademark applications Madrid Trademark applications direct nonresident Trademark applications direct resident Trademark applications total Researchers in R&D (per million people) Technicians in R&D (per million people) High-technology exports (current US$) High-technology exports (% of manufactured exports)

BUSINESS ENVIRONMENT Business extent of disclosure index (0=less disclosure to 10=more disclosure) Firms formally registered when operations started (% of firms) Start-up procedures to register a business (number) Ease of doing business index (1=most business-friendly regulations) ISO certification ownership (% of firms) Time to prepare and pay taxes (hours) New businesses registered (number) Value lost due to electrical outages (% of sales) Average number of times firms spent in meetings with tax officials Business entry rate (new registrations as % of total) Firms offering formal training (% of firms) Tax payments (number) Total businesses registered (number) Management time dealing with officials (% of management time) Total tax rate (% of profit) Credit depth of information index (0=low to 6=high) Cost to import (US$ / container) Time required to build a warehouse (days) Private credit bureau coverage (% of adults) Time to resolve insolvency (years) Procedures to build a warehouse (number) Public credit registry coverage (% of adults) Strength of legal rights index (0=weak to 10=strong)   Average time to clear exports through customs (days) Time required to enforce a contract (days)   Cost to export (US$ / container) Rigidity of employment index (0=less rigid to 100=more rigid)   Firms using banks to finance investment (% of firms) Procedures to enforce a contract (number)   Informal payments to public officials (% of firms) Time required to register property (days)   Losses due to theft robbery vandalism and arson (% sales) Procedures to register property (number)   Time required to obtain an operating license (days) Cost of business start-up procedures (% of GNI / capita)   Firms with female participation in ownership (% of firms) Time required to start a business (days)

TRADE FACILITATION Documents to export (number) Lead time to export (days) Documents to import (number) Lead time to import (days) Lead time to export median case (days) Lead time to import median case (days) Logistics performance index: Efficiency of customs clearance process (1=low to 5=high) Logistics performance index: Quality of trade and transport-related infrastructure (1=low to 5=high) Logistics performance index: Ease of arranging competitively priced shipments (1=low to 5=high) Logistics performance index: Competence and quality of logistics services (1=low to 5=high) Logistics performance index: Overall (1=low to 5=high) Logistics performance index: Frequency with which shipments reach consignee within scheduled or expected time (1=low to 5=high) Logistics performance index: Ability to track and trace consignments (1=low to 5=high)

PRIVATE INFRASTRUCTURE INVESTMENT Investment in energy with private participation (current US$) Investment in telecoms with private participation (current US$) Investment in transport with private participation (current US$) Investment in water and sanitation with private participation (current US$)

POLICY & INSTITUTIONS CPIA business regulatory environment rating (1=low to 6=high) CPIA public sector management and institutions cluster average (1=low to 6=high) CPIA debt policy rating (1=low to 6=high) CPIA efficiency of revenue mobilization rating (1=low to 6=high) CPIA economic management cluster average (1=low to 6=high) CPIA policies for social inclusion/equity cluster average (1=low to 6=high) CPIA policy and institutions for environmental sustainability rating (1=low to 6=high) CPIA structural policies cluster average (1=low to 6=high) CPIA quality of budgetary and finl management rating (1=low to 6=high) CPIA trade rating (1=low to 6=high) CPIA finl sector rating (1=low to 6=high) CPIA transparency accountability and corruption in the public sector rating (1=low to 6=high) CPIA fiscal policy rating (1=low to 6=high)   CPIA gender equality rating (1=low to 6=high)   CPIA building human resources rating (1=low to 6=high)   IDA resource allocation index (1=low to 6=high)   CPIA macroeconomic management rating (1=low to 6=high)   CPIA quality of public administration rating (1=low to 6=high)   CPIA equity of public resource use rating (1=low to 6=high)   CPIA property rights and rule-based governance rating (1=low to 6=high)   CPIA social protection rating (1=low to 6=high)

DEFENSE & ARMS TRADE Arms imports (constant 1990 US$) Armed forces personnel total Armed forces personnel (% of total labor force) Military expenditure (current LCU) Military expenditure (% of GDP) Military expenditure (% of central government expenditure) Arms exports (constant 1990 US$)

NATIONAL ACCOUNTS General government final cons expenditure (current US$) Household final cons expenditure (annual % growth) Gross national expenditure (current LCU) Gross fixed capital formation (% of GDP) Imports of goods and services (% of GDP) Manufacturing value added (annual % growth) Services etc. value added (current LCU) GDP growth (annual %) GNI / capita Atlas method (current US$) Terms of trade adjustment (constant LCU) General government final cons expenditure (current LCU) Household final cons expenditure (constant LCU) Gross national expenditure (constant 2000 US$) Changes in inventories (current US$) External balance on goods and services (current US$) Manufacturing value added (constant LCU) Services etc. value added (constant 2000 US$) GDP (constant LCU) Gross savings (current US$)   General government final cons expenditure (constant 2000 US$) Household final cons expenditure / capita (constant 2000 US$) Gross national expenditure (constant LCU) Changes in inventories (current LCU) External balance on goods and services (current LCU) Manufacturing value added (% of GDP) Services etc. value added (annual % growth) GDP / capita (current US$) Gross savings (current LCU)   General government final cons expenditure (annual % growth) Household final cons expenditure / capita growth (annual %) Gross national expenditure (% of GDP) Changes in inventories (constant LCU) External balance on goods and services (constant LCU) Industry value added (current US$) Services etc. value added (constant LCU) GDP / capita (constant 2000 US$) Gross savings (% of GNI)   General government final cons expenditure (constant LCU) Final cons expenditure etc. (current US$) Exports of goods and services (current US$) Gross capital formation (current US$) External balance on goods and services (% of GDP) Industry value added (current LCU) Services etc. value added (% of GDP) GDP / capita growth (annual %) Gross savings (% of GDP)   General government final cons expenditure (% of GDP) Final cons expenditure etc. (current LCU) Exports of goods and services (current LCU) Gross capital formation (current LCU) Trade (% of GDP) Industry value added (constant 2000 US$) Exports as a capacity to import (constant LCU) GDP / capita (constant LCU) Gross national income (constant LCU)   Household final cons expenditure etc. (current US$) Final cons expenditure etc. (constant 2000 US$) Exports of goods and services (constant 2000 US$) Gross capital formation (constant 2000 US$) Agriculture value added (current US$) Industry value added (annual % growth) Discrepancy in expenditure estimate of GDP (current LCU) Gross domestic savings (current US$) Net income from abroad (current US$)   Household final cons expenditure etc. (current LCU) Final cons expenditure etc. (annual % growth) Exports of goods and services (annual % growth) Gross capital formation (annual % growth) Agriculture value added (current LCU) Industry value added (constant LCU) Discrepancy in expenditure estimate of GDP (constant LCU) Gross domestic savings (current LCU) Net income from abroad (current LCU)   Household final cons expenditure etc. (constant 2000 US$) Final cons expenditure etc. (constant LCU) Exports of goods and services (constant LCU) Gross capital formation (constant LCU) Agriculture value added (constant 2000 US$) Industry value added (% of GDP) Gross value added at factor cost (current US$) Gross domestic savings (constant LCU) Net income from abroad (constant LCU)   Household final cons expenditure etc. (annual % growth) Final cons expenditure etc. (% of GDP) Exports of goods and services (% of GDP) Gross capital formation (% of GDP) Agriculture value added (annual % growth) Chemicals (% of value added in manufacturing) Gross value added at factor cost (current LCU) Gross domestic savings (% of GDP) Net taxes on products (current US$)   Household final cons expenditure etc. (constant LCU) Final cons expenditure (current US$) Gross fixed capital formation (current US$) Imports of goods and services (current US$) Agriculture value added (constant LCU) Food beverages and tobacco (% of value added in manufacturing) Gross value added at factor cost (constant 2000 US$) Gross domestic income (constant 2000 US$) Net taxes on products (current LCU)   Household final cons expenditure etc. (% of GDP) Final cons expenditure (current LCU) Gross fixed capital formation (current LCU) Imports of goods and services (current LCU) Agriculture value added (% of GDP) Machinery and transport equipment (% of value added in manufacturing) Gross value added at factor cost (constant LCU) Gross domestic income (constant LCU) Net taxes on products (constant LCU)   Household final cons expenditure (current US$) Final cons expenditure (constant 2000 US$) Gross fixed capital formation (constant 2000 US$) Imports of goods and services (constant 2000 US$) Manufacturing value added (current US$) Other manufacturing (% of value added in manufacturing) GDP (current US$) GNI Atlas method (current US$) Net current transfers from abroad (current US$)   Household final cons expenditure (current LCU) Final cons expenditure (constant LCU) Gross fixed capital formation (annual % growth) Imports of goods and services (annual % growth) Manufacturing value added (current LCU) Textiles and clothing (% of value added in manufacturing) GDP (current LCU) GNI (current US$) Net current transfers from abroad (current LCU)   Household final cons expenditure (constant 2000 US$) Gross national expenditure (current US$) Gross fixed capital formation (constant LCU) Imports of goods and services (constant LCU) Manufacturing value added (constant 2000 US$) Services etc. value added (current US$) GDP (constant 2000 US$) GNI (current LCU) Net current transfers from abroad (constant LCU)

PURCHASING POWER PARITY Household final cons expenditure PPP (current international $) Household final cons expenditure PPP (constant 2005 international $) GDP PPP (current international $) GDP PPP (constant 2005 international $) GDP / capita PPP (current international $) GDP / capita PPP (constant 2005 international $) GNI PPP (current international $) GNI / capita PPP (current international $) PPP conversion factor GDP (LCU / international $) PPP conversion factor (GDP) to market exchange rate ratio PPP conversion factor private cons (LCU / international $)

ADJUSTED SAVINGS Adjusted savings: education expenditure (current US$) Adjusted savings: net national savings (current US$) Adjusted savings: education expenditure (% of GNI) Adjusted savings: net national savings (% of GNI) Adjusted savings: carbon dioxide damage (current US$) Adjusted net savings including particulate emission damage (current US$) Adjusted savings: carbon dioxide damage (% of GNI) Adjusted net savings including particulate emission damage (% of GNI) Adjusted savings: net forest depletion (current US$) Adjusted net savings excluding particulate emission damage (current US$) Adjusted savings: net forest depletion (% of GNI) Adjusted net savings excluding particulate emission damage (% of GNI) Adjusted savings: cons of fixed capital (current US$)   Adjusted savings: cons of fixed capital (% of GNI)   Adjusted savings: mineral depletion (current US$)   Adjusted savings: mineral depletion (% of GNI)   Adjusted savings: energy depletion (current US$)   Adjusted savings: energy depletion (% of GNI)   Adjusted savings: particulate emission damage (current US$)   Adjusted savings: particulate emission damage (% of GNI)   Adjusted savings: gross savings (% of GNI)

OUTCOMES Literacy rate youth female (% of females ages 15-24) Ratio of young literate females to males (% ages 15-24) Literacy rate youth male (% of males ages 15-24) Literacy rate youth total (% of people ages 15-24) Literacy rate adult female (% of females ages 15 and above) Literacy rate adult male (% of males ages 15 and above) Literacy rate adult total (% of people ages 15 and above) Primary completion rate female (% of relevant age group) Primary completion rate male (% of relevant age group) Primary completion rate total (% of relevant age group) Primary education duration (years) Secondary education duration (years)

PARTICIPATION Ratio of female to male primary enrollment (%) School enrollment primary private (% of total primary) School enrollment secondary male (% gross) Ratio of girls to boys in primary and secondary education (%) Total enrollment primary (% net) School enrollment secondary (% net) Ratio of female to male secondary enrollment (%) Total enrollment primary female (% net) School enrollment secondary female (% net) Ratio of female to male tertiary enrollment (%) Total enrollment primary male (% net) School enrollment secondary male (% net) School enrollment preprimary (% gross) Children out of school primary School enrollment secondary private (% of total secondary) School enrollment preprimary female (% gross) Children out of school primary female School enrollment tertiary (% gross) School enrollment preprimary male (% gross) Children out of school primary male School enrollment tertiary female (% gross) Primary education pupils Secondary education pupils School enrollment tertiary male (% gross) Primary education pupils (% female) Secondary education pupils (% female)   School enrollment primary (% gross) Secondary education general pupils   School enrollment primary female (% gross) Secondary education general pupils (% female)   School enrollment primary male (% gross) Secondary education vocational pupils   School enrollment primary (% net) Secondary education vocational pupils (% female)   School enrollment primary female (% net) School enrollment secondary (% gross)   School enrollment primary male (% net) School enrollment secondary female (% gross)

INPUTS Primary school starting age (years) Public spending on education total (% of government expenditure) Pupil-teacher ratio primary Public spending on education total (% of GDP) Trained teachers in primary education female (% of female teachers)   Trained teachers in primary education male (% of male teachers)   Trained teachers in primary education (% of total teachers)   Primary education teachers   Primary education teachers (% female)   Secondary school starting age (years)   Pupil-teacher ratio secondary   Secondary education teachers   Secondary education teachers female   Secondary education teachers (% female)   Expenditure / student primary (% of GDP / capita)   Expenditure / student secondary (% of GDP / capita)   Expenditure / student tertiary (% of GDP / capita)

EFFICIENCY Gross intake rate in grade 1 female (% of relevant age group) Progression to secondary school female (%) Gross intake rate in grade 1 male (% of relevant age group) Progression to secondary school male (%) Gross intake rate in grade 1 total (% of relevant age group) Progression to secondary school (%) Net intake rate in grade 1 female (% of official school-age population) Repeaters secondary female (% of female enrollment) Net intake rate in grade 1 male (% of official school-age population) Repeaters secondary male (% of male enrollment) Net intake rate in grade 1 (% of official school-age population) Repeaters secondary total (% of total enrollment) Persistence to grade 5 female (% of cohort)   Persistence to grade 5 male (% of cohort)   Persistence to grade 5 total (% of cohort)   Persistence to last grade of primary female (% of cohort)   Persistence to last grade of primary male (% of cohort)   Persistence to last grade of primary total (% of cohort)   Repeaters primary female (% of female enrollment)   Repeaters primary male (% of male enrollment)   Repeaters primary total (% of total enrollment)

Proportion of seats held by women in national parliaments (%)

RISK FACTORS Female adults with HIV (% of population ages 15+ with HIV) Prevalence of HIV total (% of population ages 15-49) Prevalence of HIV female (% ages 15-24) Prevalence of HIV male (% ages 15-24) Smoking prevalence females (% of adults) Smoking prevalence males (% of adults) Incidence of tuberculosis (per 100000 people)

MORTALITY Mortality rate female child (per 1000 female children age one) Mortality rate male child (per 1000 male children age one) Mortality rate under-5 (per 1000) Completeness of infant death reporting (% of reported infant deaths to estimated infant deaths) Completeness of total death reporting (% of reported total deaths to estimated total deaths) Mortality rate adult female (per 1000 female adults) Mortality rate adult male (per 1000 male adults) Mortality rate infant (per 1000 live births) Life expectancy at birth female (years) Life expectancy at birth total (years) Life expectancy at birth male (years) Survival to age 65 female (% of cohort) Survival to age 65 male (% of cohort)

DISEASE PREVENTION Improved water source rural (% of rural population with access) Improved water source urban (% of urban population with access) Improved water source (% of population with access) Immunization DPT (% of children ages 12-23 months) Immunization measles (% of children ages 12-23 months) Use of insecticide-treated bed nets (% of under-5 population) Children with fever receiving antimalarial drugs (% of children under age 5 with fever) Improved sanitation facilities (% of population with access) Improved sanitation facilities rural (% of rural population with access) Improved sanitation facilities urban (% of urban population with access) ARI treatment (% of children under 5 taken to a health provider) Diarrhea treatment (% of children under 5 receiving oral rehydration and continued feeding) Tuberculosis treatment success rate (% of registered cases) Tuberculosis case detection rate (all forms)

HEALTH SERVICES Hospital beds (per 1000 people) Community health workers (per 1000 people) Nurses and midwives (per 1000 people) Physicians (per 1000 people) Outpatient visits / capita External resources for health (% of total expenditure on health) Out-of-pocket health expenditure (% of private expenditure on health) Health expenditure / capita (current US$) Health expenditure / capita PPP (constant 2005 international $) Health expenditure private (% of GDP) Health expenditure public (% of total health expenditure) Health expenditure public (% of government expenditure) Health expenditure public (% of GDP) Health expenditure total (% of GDP)

REPRODUCTIVE HEALTH Lifetime risk of maternal death (1 in: rate varies by country) Pregnant women receiving prenatal care (%) Births attended by skilled health staff (% of total) Maternal mortality ratio (modeled estimate / 100000 live births) Adolescent fertility rate (births / 1000 women ages 15-19) Contraceptive prevalence (% of women ages 15-49) Fertility rate total (births / woman) Wanted fertility rate (births / woman) Teenage mothers (% of women ages 15-19 who have had children or are currently pregnant) Unmet need for contraception (% of married women ages 15-49)

NUTRITION Exclusive breastfeeding (% of children under 6 months) Low-birthweight babies (% of births) Malnutrition prevalence weight for age (% of children under 5) Prevalence of overweight (% of children under 5) Malnutrition prevalence height for age (% of children under 5) Prevalence of wasting (% of children under 5) Prevalence of undernourishment (% of population) Depth of hunger (kilocalories / person / day) Cons of iodized salt (% of households) Vitamin A supplementation coverage rate (% of children ages 6-59 months)

INCOME DISTRIBUTION Income share held by second 20% Income share held by third 20% Income share held by fourth 20% Income share held by highest 20% Income share held by highest 10% Income share held by lowest 10% Income share held by lowest 20% GINI index

POVERTY RATES Poverty headcount ratio at $2 a day (PPP) (% of population) Poverty headcount ratio at $1.25 a day (PPP) (% of population) Poverty gap at $2 a day (PPP) (%) Poverty gap at $1.25 a day (PPP) (%) Poverty gap at national poverty line (%) Poverty headcount ratio at national poverty line (% of population) Poverty gap at rural poverty line (%) Poverty headcount ratio at rural poverty line (% of rural population) Poverty gap at urban poverty line (%) Poverty headcount ratio at urban poverty line (% of urban population)

ECONOMIC ACTIVITY Child employment in agriculture female (% of female economically active children ages 7-14) Vulnerable employment total (% of total employment) Economically active children male (% of male children ages 7-14) Child employment in agriculture male (% of male economically active children ages 7-14) GDP / person employed (constant 1990 PPP $) Economically active children study and work female (% of female economically active children ages 7-14) Child employment in agriculture (% of economically active children ages 7-14) Employees industry female (% of female employment) Economically active children study and work male (% of male economically active children ages 7-14) Employees agriculture female (% of female employment) Employees industry male (% of male employment) Economically active children study and work (% of economically active children ages 7-14) Employees agriculture male (% of male employment) Employment in industry (% of total employment) Economically active children work only female (% of female economically active children ages 7-14) Employment in agriculture (% of total employment) Child employment in manufacturing female (% of female economically active children ages 7-14) Economically active children work only male (% of male economically active children ages 7-14) Employment to population ratio ages 15-24 female (%) Child employment in manufacturing male (% of male economically active children ages 7-14) Economically active children work only (% of economically active children ages 7-14) Employment to population ratio ages 15-24 male (%) Child employment in manufacturing (% of economically active children ages 7-14) Economically active children total (% of children ages 7-14) Employment to population ratio ages 15-24 total (%) Child employment in services female (% of female economically active children ages 7-14) Labor participation rate female (% of female population ages 15+) Share of women employed in the nonagricultural sector (% of total nonagricultural employment) Child employment in services male (% of male economically active children ages 7-14) Labor participation rate male (% of male population ages 15+) Employment to population ratio 15+ female (%) Child employment in services (% of economically active children ages 7-14) Labor participation rate total (% of total population ages 15+) Employment to population ratio 15+ male (%) Employees services female (% of female employment)   Employment to population ratio 15+ total (%) Employees services male (% of male employment)   Vulnerable employment female (% of female employment) Employment in services (% of total employment)   Vulnerable employment male (% of male employment) Economically active children female (% of female children ages 7-14)

LABOR FORCE STRUCTURE Labor force with primary education female (% of female labor force) Labor force with primary education male (% of male labor force) Labor force with primary education (% of total) Labor force with secondary education female (% of female labor force) Labor force with secondary education male (% of male labor force) Labor force with secondary education (% of total) Labor force with tertiary education female (% of female labor force) Labor force with tertiary education male (% of male labor force) Labor force with tertiary education (% of total) Labor force female (% of total labor force) Labor force total

UNEMPLOYMENT Unemployment youth female (% of female labor force ages 15-24) Unemployment female (% of female labor force) Unemployment youth male (% of male labor force ages 15-24) Unemployment male (% of male labor force) Unemployment youth total (% of total labor force ages 15-24) Unemployment total (% of total labor force) Long-term unemployment female (% of female unemployment)   Long-term unemployment male (% of male unemployment)   Long-term unemployment (% of total unemployment)   Unemployment with primary education female (% of female unemployment)   Unemployment with primary education male (% of male unemployment)   Unemployment with primary education (% of total unemployment)   Unemployment with secondary education female (% of female unemployment)   Unemployment with secondary education male (% of male unemployment)   Unemployment with secondary education (% of total unemployment)   Unemployment with tertiary education female (% of female unemployment)   Unemployment with tertiary education male (% of male unemployment)   Unemployment with tertiary education (% of total unemployment)

MIGRATION Emigration rate of tertiary educated (% of total tertiary educated population) Net migration Refugee population by country or territory of asylum Refugee population by country or territory of origin International migrant stock total International migrant stock (% of population)

POPULATION Birth rate crude (per 1000 people) Death rate crude (per 1000 people) Population ages 0-14 (% of total) Population ages 15-64 (% of total) Population ages 65 and above (% of total) Age dependency ratio (% of working-age population) Age dependency ratio old (% of working-age population) Age dependency ratio young (% of working-age population) Population growth (annual %) Population total Population female (% of total) Completeness of birth registration rural (%) Completeness of birth registration urban (%) Completeness of birth registration (%)

TRAVEL & TOURISM International tourism number of arrivals International tourism number of departures International tourism receipts (current US$) International tourism receipts (% of total exports) International tourism receipts for passenger transport items (current US$) International tourism expenditures for passenger transport items (current US$) International tourism receipts for travel items (current US$) International tourism expenditures for travel items (current US$) International tourism expenditures (current US$) International tourism expenditures (% of total imports)

TOTAL MERCHANDISE TRADE Merchandise trade (% of GDP)

TRADE INDEXES Import volume index (2000 = 100) Import value index (2000 = 100) Net barter terms of trade index (2000 = 100) Export volume index (2000 = 100) Export value index (2000 = 100)

TARIFFS Binding coverage manufactured products (%) Tariff rate most favored nation weighted mean all products (%) Bound rate simple mean manufactured products (%) Binding coverage primary products (%) Share of tariff lines with international peaks manufactured products (%) Bound rate simple mean primary products (%) Tariff rate applied simple mean manufactured products (%) Share of tariff lines with international peaks primary products (%) Tariff rate most favored nation simple mean manufactured products (%) Tariff rate applied simple mean primary products (%) Share of tariff lines with specific rates manufactured products (%) Tariff rate most favored nation simple mean primary products (%) Tariff rate applied weighted mean manufactured products (%) Share of tariff lines with specific rates primary products (%) Tariff rate most favored nation weighted mean manufactured products (%) Tariff rate applied weighted mean primary products (%) Binding coverage all products (%) Tariff rate most favored nation weighted mean primary products (%) Bound rate simple mean all products (%)   Share of tariff lines with international peaks all products (%)   Tariff rate applied simple mean all products (%)   Tariff rate most favored nation simple mean all products (%)   Share of tariff lines with specific rates all products (%)   Tariff rate applied weighted mean all products (%)

IMPORTS Agricultural raw materials imports (% of merchandise imports) Merchandise imports by the reporting economy residual (% of total merchandise imports) Food imports (% of merchandise imports) Merchandise imports by the reporting economy (current US$) Fuel imports (% of merchandise imports) Merchandise imports from developing economies within region (% of total merchandise imports) Insurance and finl services (% of commercial service imports) Computer communications and other services (% of commercial service imports) Manufactures imports (% of merchandise imports) Commercial service imports (current US$) Ores and metals imports (% of merchandise imports) Transport services (% of commercial service imports) Merchandise imports (current US$) Travel services (% of commercial service imports) Merchandise imports from high-income economies (% of total merchandise imports)   Merchandise imports from developing economies outside region (% of total merchandise imports)   Merchandise imports from developing economies in East Asia & Pacific (% of total merchandise imports)   Merchandise imports from developing economies in Europe & Central Asia (% of total merchandise imports)   Merchandise imports from developing economies in Latin America & the Caribbean (% of total merchandise imports)   Merchandise imports from developing economies in Middle East & North Africa (% of total merchandise imports)   Merchandise imports from developing economies in South Asia (% of total merchandise imports)   Merchandise imports from developing economies in Sub-Saharan Africa (% of total merchandise imports)

EXPORTS Agricultural raw materials exports (% of merchandise exports) Merchandise exports by the reporting economy residual (% of total merchandise exports) Food exports (% of merchandise exports) Merchandise exports by the reporting economy (current US$) Fuel exports (% of merchandise exports) Merchandise exports to developing economies within region (% of total merchandise exports) Insurance and finl services (% of commercial service exports) Computer communications and other services (% of commercial service exports) Manufactures exports (% of merchandise exports) Commercial service exports (current US$) Ores and metals exports (% of merchandise exports) Transport services (% of commercial service exports) Merchandise exports (current US$) Travel services (% of commercial service exports) Merchandise exports to high-income economies (% of total merchandise exports)   Merchandise exports to developing economies outside region (% of total merchandise exports)   Merchandise exports to developing economies in East Asia & Pacific (% of total merchandise exports)   Merchandise exports to developing economies in Europe & Central Asia (% of total merchandise exports)   Merchandise exports to developing economies in Latin America & the Caribbean (% of total merchandise exports)   Merchandise exports to developing economies in Middle East & North Africa (% of total merchandise exports)   Merchandise exports to developing economies in South Asia (% of total merchandise exports)   Merchandise exports to developing economies in Sub-Saharan Africa (% of total merchandise exports)

CONFLICT & FRAGILITY Battle-related deaths (number of people) Intentional homicide rate (per 100000 people CTS and national sources) Intentional homicide rate (per 100000 people WHO) Internally displaced persons (number) Presence of peace keepers (number of troops police and military observers in mandate)

misc

 
    Public spending on education total (% of GDP) ( SE.XPD.TOTL.GD.ZS )

(3)Public expenditure on education consists of current and capital public expenditure on education includes government spending on educational institutions (both public and private) education administration as well as subsidies for private entities (students/households and other privates entities).
(5)Source: United Nations Educational Scientific and Cultural Organization (UNESCO) Institute for Statistics.
(6)Aggregation method: Median (8)Education (9)Inputs (12)WDI

					1970	1971	1972	1973	1974	1975	1976	1977	1978	1979	1980	1981	1982	1983	1984	1985	1986	1987	1988	1989	1990	1991	1992	1993	1994	1995	1996	1997	1998	1999	2000	2001	2002	2003	2004	2005	2006	2007	2008	2009
1	EAP	East Asia & Pacific	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																					2.54261					2.85506				1.90672	3.48778	2.46003	2.94460		2.74847
2	ECA	Europe & Central Asia	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																					4.99210					4.51888				3.89257	3.38250	3.51659	3.52255	3.94971	3.54351	4.14157	4.54008
3	EMU	Euro area	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	4.02801					4.88927					5.17798					5.30577					4.84312					4.78766			4.60859	4.70319	4.46425	5.05811	5.17701	5.41944	5.33071	5.39478	5.25327
4	HIC	High income	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)						5.23647					5.06225					5.23007					5.00759					5.02947			4.91622	5.07241	4.87960	5.07219	5.26543	5.41944	5.33071	5.14311	5.41660
5	HPC	Heavily indebted poor countries (HIPC)	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)						3.36343					3.18351					2.64243					2.94241					3.62074			2.97969	3.41745	3.20303
6	LAC	Latin America & Caribbean	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	2.85563					3.45193					3.02032					3.06372					2.77168					3.52983			4.03986	4.40987	4.20426	4.34738	4.33469	4.27537	3.94999		3.89916	3.58190
7	LDC	Least developed countries: UN classification	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																2.42308					2.41492									2.87799	3.01993	3.27995
8	LIC	Low income	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																2.49431					2.41492					3.09840				2.92275	3.11110				3.40375
9	LMC	Lower middle income	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)						3.27493					3.61577					3.87447					3.96433					3.56507				4.50103	4.27545	4.40555		3.48562		3.17468	4.00178
10	LMY	Low & middle income	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)											3.34951					3.19199					3.32501					3.76167				3.88167	3.87427	3.78634	3.77820	4.05205	3.85539	4.14605	4.00178
11	MIC	Middle income	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)						3.56219					3.48209					3.76741					3.74195					4.30145				4.44080	4.27545	4.37647	4.01734	4.27537	3.99108	4.44371	4.51224
12	MNA	Middle East & North Africa	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)						5.00846					4.57769					5.78179					5.25348					5.03679				4.73808							5.19679
13	NOC	High income: nonOECD	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)											2.79102					5.18539					4.72728					5.35054						4.71798	4.88388	5.30549	4.94133	4.73825
14	OEC	High income: OECD	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	3.82349					5.28615					5.29374					5.23638					5.00759					5.01939			4.91526	4.98382	4.87960	5.07219	5.26543	5.45805	5.38252	5.39478	5.46520
15	SAS	South Asia	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)		1.40733				1.65594					2.02759					2.43543					2.56293					2.91614			3.05142	2.75240	2.67978			2.74745	2.24829		2.62638		2.90886
16	SSA	Sub-Saharan Africa	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)						3.27493					3.62492					2.97459					3.22263					3.98136				3.42840	3.53742	3.72871			3.85539	4.14605
17	UMC	Upper middle income	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																3.72923					3.51529					4.43091				4.40987	4.20426	4.34738	4.12425	4.41392	3.96667	4.52778	4.58333
18	WLD	World	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)						3.64562					3.76806					4.05775					3.76079					4.47975			4.03986	4.22160	4.15384	4.34738	4.31355	4.46958	4.37513	4.52795	4.63061
19	AFG	Afghanistan	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)		1.16036				1.30332					1.92635
20	ALB	Albania	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)											4.93629							5.48311			5.85261				3.13639								2.86624
21	DZA	Algeria	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)
22	ASM	American Samoa	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)
23	ADO	Andorra	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																																			2.59000	1.70432	2.32504	2.56318
24	AGO	Angola	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																					3.93355								2.59149	2.59149	2.60753	2.60753				2.55881	2.64607
25	ATG	Antigua and Barbuda	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)								4.38042			2.90094				2.53373															3.23707			3.86928
26	ARG	Argentina	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	1.49142					1.84360					2.64992					1.39497										3.56816			4.03986	4.52168	4.59760	4.83374	4.01734	3.53505	3.77837	4.80000	4.51224	5.46000
27	ARM	Armenia	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																					7.02644						2.00375			2.23519	2.77273	2.46944	2.13504	2.14504	2.48673	2.71203	2.71577	3.01953
28	ABW	Aruba	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																					4.95330					4.38524			4.76316	4.39527	4.75221	4.79285	5.00137	4.69606	4.60472	4.83308		4.79966
29	AUS	Australia	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)		3.56165				5.33562					5.06225					5.14050					4.52669					4.91083			4.91429	5.07241	4.99878	5.07219	4.96633	4.94892	4.88842	4.83540	5.15420
30	AUT	Austria	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	4.39817					5.43296					5.26197					5.56985					5.21027					5.46185			6.22945	6.22923		5.69550	5.66952	5.49666	5.44162	5.43648
31	AZE	Azerbaijan	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																					7.72169					3.52254			3.38000	4.21217	3.85400	3.50342	3.15449	3.28615		2.34854	1.98705	1.68916	1.90230
32	BHS	Bahamas The	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	4.22651					5.45035							4.46031			3.70565					4.04099						3.18410				3.60381
33	BHR	Bahrain	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)											2.81271					3.76382					4.05653					3.63095
34	BGD	Bangladesh	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)						1.11276					0.943081					1.26420					1.58601			1.75636						2.41787	2.38442	2.45975	2.31780	2.38056	2.24829		2.45536	2.55506	2.39081
35	BRB	Barbados	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)		5.77658					6.01022					6.28210				6.04742					6.77051					6.96968			5.17209	5.17209	5.63942	7.24013	7.04903	7.83582	7.17611	6.94369		6.89972	6.74927
36	BLR	Belarus	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																					4.83464					5.46168			6.00001	6.00001	6.19662				5.71226	5.87103	6.07696	5.15210
37	BEL	Belgium	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)						6.08442					5.74257					5.73193					4.84312					3.02760						5.99914	6.11207	6.05423	5.98778	5.95078	6.02556
38	BLZ	Belize	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	3.66367				2.95128						2.35456					4.49271										5.36650				5.42370	5.03106	5.79883	5.54294	5.20907	5.31388			5.07362
39	BEN	Benin	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																										3.09840			2.88975	2.95939	3.06472	3.23672			4.38280		3.89650	3.55229
40	BMU	Bermuda	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	3.78207					3.58029					3.59203					3.33387					3.40959								2.15227					1.67334	1.78388	1.99573	1.16580
41	BTN	Bhutan	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																				3.32260											5.82431	5.86948				7.30587			5.09719
42	BOL	Bolivia	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	3.28534					3.45193					4.60366					1.83454					2.34912					5.73178			5.52301	5.65932	5.47342	5.89946	6.23031	6.37904			6.31361
43	BIH	Bosnia and Herzegovina	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)
44	BWA	Botswana	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)		4.38724				5.64944					5.46932					5.69169					5.78347					7.39740										9.73329		8.14417
45	BRA	Brazil	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	2.85563					3.00595					3.48209					3.58187				4.41120						4.57043			4.86875	3.88167	4.01458	3.88489	3.77820		4.00776	4.52778	4.95210
46	BRN	Brunei Darussalam	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	6.36100					2.01805					1.22639						4.72843				3.89006						4.39463		5.25395	4.93205	3.70591
47	BGR	Bulgaria	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																					5.19303					3.80781			3.23290			3.52976	3.56030	4.23059	2.46209	4.51393	4.23936
48	BFA	Burkina Faso	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)							1.72317				1.96180					1.77949					2.41498					1.28631										4.46140	4.51378	4.59148
49	BDI	Burundi	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)								2.78332				3.38938				2.49793					3.38873					5.01511			3.87306	3.41745	3.24774	3.84396	3.94884	4.72084	5.15822	5.09813			7.19677
50	KHM	Cambodia	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	5.77368																										2.57438		1.25907	0.968104	1.66681	1.72404	1.71121		1.71982			1.59943
51	CMR	Cameroon	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)		3.28838				3.27493					2.62338					3.13897					3.28710										1.93258	2.60995	2.95807	3.30180	3.32991	3.12322	3.33768	3.86406
52	CAN	Canada	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)		8.51157				7.15529					6.79890					6.52724					6.21314					6.57799			5.64414	5.68534	5.56396	5.08869	5.15750			4.93163
53	CPV	Cape Verde	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																		2.61897											4.37581				7.93770	7.61767	7.47400		6.02018	5.65944	5.70852
54	CYM	Cayman Islands	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																																				2.79340	2.61471
55	CAF	Central African Republic	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)						4.81197				3.80355						2.09217					2.17360								1.86144								1.39943	1.30212
56	TCD	Chad	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																									1.64811				1.64903	1.64910				1.69658	1.59295	1.91792
57	CHI	Channel Islands	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)
58	CHL	Chile	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	4.80450					3.94461					4.46014					3.82711					2.41642					2.71151			3.43289	3.84052	3.90890		4.23116	4.05205	3.66999	3.39292	3.18651	3.40454
59	CHN	China	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	1.25139					1.73256					2.50542					2.50870					2.33913					2.14924			1.86167	1.90672
60	COL	Colombia	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	1.88454					2.16330					1.85165					2.75017					2.38708					3.08797			3.92644	4.44080	3.72859	3.92171	4.49515	4.46375	4.19796	4.04988	3.89916	4.05150	3.93747
61	COM	Comoros	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																													3.77905				3.81222
62	ZAR	Congo Dem. Rep.	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)
63	COG	Congo Rep.	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	5.75426					7.75684					6.36558				4.63660						4.97362					4.94925			4.06827	4.18507	2.52225	3.20674	3.20832	2.78180	2.44920	1.83577
64	CRI	Costa Rica	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	5.08085					6.62810					7.41225					3.37728					3.38005					3.49150			4.86789	4.86788	4.39395	4.70612	5.06924	5.06167	4.89459		4.65442	4.74345	5.04398
65	CIV	Cote d'Ivoire	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	5.18286					6.09694					6.85976												6.78114			4.30145			3.73741	5.27181	4.63409	4.63843							4.60300
66	HRV	Croatia	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																					7.16893												3.87229	3.95906	3.90369
67	CUB	Cuba	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																					8.90007					6.78563			6.68555	7.51305	7.20516	7.83005	8.90852	9.23986	9.55264	9.76975	9.11761	13.2991
68	CYP	Cyprus	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)						4.44397					3.55991					3.73654					3.47916					4.32204				5.12436	5.34892	5.49530	6.03787	7.28509	6.14971	6.32235	7.03678
69	CZE	Czech Republic	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																							4.35935			4.91735			3.86729	3.97102	3.96813	4.09293	4.32270	4.51085	4.36747	4.25684	4.60680
70	DNK	Denmark	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	6.54032					7.38401					6.36678					6.60762										7.59515			8.26261	8.11448	8.29018	8.43636	8.43760	8.33104	8.43055	8.28315	7.92176
71	DJI	Djibouti	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																2.78837					3.25172								3.46795	7.62948	9.66000	7.80543	8.44760	8.88985	9.26468	8.36341	8.36825	8.71712
72	DMA	Dominica	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																	5.64640			5.33747									7.16059	4.99184								4.13855	4.77441
73	DOM	Dominican Republic	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	2.84099						1.92279				2.08890					1.49217							1.33244			1.85982					1.91261	2.02370	1.97101	1.87636				2.18813
74	ECU	Ecuador	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																					2.93372					2.84417			2.64029	1.82217	1.32317	0.978824
75	EGY	Egypt Arab Rep.	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)		4.74202				5.00846					4.24980					5.62026					5.23498					4.60400								4.94563	4.67072	4.79443	4.00178	3.68467	3.67672
76	SLV	El Salvador	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																					2.15340					2.17138			2.31991	2.31992	2.54707	2.54707	2.87054	2.75909		2.73624	2.99606	3.01434	3.62600
77	GNQ	Equatorial Guinea	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																			1.63607					1.70428					1.77941		0.671233	0.580221	0.603001	0.603474
78	ERI	Eritrea	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																											2.06378		4.62058	5.26281	3.23717	4.42842	3.80478	3.92669	3.72102		2.01081
79	EST	Estonia	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																							6.06939			6.66688			6.34605	6.74353	5.40051	5.28284	5.48149	5.30549	4.94133	4.92076
80	ETH	Ethiopia	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)													2.18764			2.35547					2.44827					3.26196				3.43935	3.91890	3.72871	3.66031				5.53308	5.49170
81	FRO	Faeroe Islands	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)
82	FJI	Fiji	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	3.99427					4.62873					5.04636						5.81070				4.74955								5.51262	5.15351	5.85725	5.61714	6.24382		6.16493
83	FIN	Finland	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	5.70334					6.08604					5.09398					5.19443					5.43707					6.98018				6.06930	5.88929	6.03900	6.20534	6.41302	6.41678	6.30661	6.13621
84	FRA	France	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	4.63711					4.98631					4.86620					5.44102					5.19913					5.88702			5.79213	5.79400	5.66810	5.57220	5.55237	5.87590	5.80873	5.64610	5.58003
85	PYF	French Polynesia	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)
86	GAB	Gabon	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	3.08224					1.92535					2.45562					4.63179							2.80552			2.47463			3.41966	3.08123	3.82709
87	GMB	Gambia The	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)		2.34787				3.17511					3.64931					4.32819										5.27123				2.95220	2.72662		2.79030	2.23579	2.01652
88	GEO	Georgia	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																									7.66212				2.10888	2.15513	2.18107	2.13750	2.23501	2.06560	2.91420	2.48431	3.00365	2.69610	2.91993
89	DEU	Germany	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																										4.54140			4.57320	4.46673	4.45564	4.48514	4.70185	4.70476	4.59127	4.52795	4.41023
90	GHA	Ghana	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)		4.22388				4.89423					3.63406					2.52869					3.22263					4.67976				4.11037						5.43677
91	GRC	Greece	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	1.78283					1.66883						1.92844				2.26859					2.36268					2.77094			3.06026	3.21094	3.34790	3.50108	3.55197	3.58247	3.83531	3.97660
92	GRL	Greenland	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)
93	GRD	Grenada	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)								5.06703				5.71850				5.55392					5.10832					4.41171								5.20655
94	GUM	Guam	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)
95	GTM	Guatemala	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	1.93624					1.54146					1.80106					1.53579					1.36288					1.67788											2.98401	3.04608
96	GIN	Guinea	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																	1.64861									1.89631			1.75319	2.01324	1.84928				2.01846	1.66756			1.69563
97	GNB	Guinea-Bissau	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																														5.24617
98	GUY	Guyana	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	4.33327					4.80539						9.06431				8.31180					3.35466					3.70110			8.56106	8.56106	8.48415	8.58889	8.40805	6.96654	5.52624	8.45946	8.11515	6.07381
99	HTI	Haiti	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)								0.848552			1.37878					1.03175					1.49042
100	HND	Honduras	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	3.02331					3.56219					3.02032					3.98154										3.60759
101	HKG	Hong Kong SAR China	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																																3.90149	4.02027	4.31468	4.58899	4.20288	3.91198	3.52011	3.34387
102	HUN	Hungary	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	3.67107					4.01379					4.59056					5.23007					5.84498					5.03956			4.56397	4.66488	4.80058	4.98290	5.26543	5.85816	5.43433	5.46567	5.41660
103	ISL	Iceland	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	3.62681					3.66615					4.37359					4.65804					5.32094					4.85575			6.95729		5.81075	6.23655	7.22685	7.70464	7.48325	7.58999	7.55281
104	IND	India	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)		2.44826				2.33263					2.87216					3.19199					3.74195					3.32460			3.61498	4.46859	4.40505			3.66943	3.39868	3.22614	3.18261
105	IDN	Indonesia	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																																2.46003	2.64569	3.21800	2.74847	2.87282	3.59965	3.48921
106	IRN	Iran Islamic Rep.	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)		2.90258				3.12643						7.73144				3.76741					4.05779					4.47200				4.53346	4.38467	4.40555	4.92935	4.82068	4.87207	4.72296	5.05938	5.49230	4.78698
107	IRQ	Iraq	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)								3.57267			2.69370					4.13395				5.11415
108	IRL	Ireland	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)		4.62259				4.79222					5.78775					5.41712					4.74011					5.01939			4.38344	4.23103	4.28533	4.26751	4.28719	4.39084	4.71716	4.76547	4.81321
109	IMY	Isle of Man	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)
110	ISR	Israel	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)		5.64272				7.11771					8.76602					9.13047					6.34124				7.44447				7.05679	6.83120	6.54650	6.85352	7.00581	6.84095	6.40308	6.16304	6.17018
111	ITA	Italy	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	3.65786					3.95902				4.32213						4.86795					3.00515					4.50512			4.64399	4.70319	4.47286	4.85674	4.62074	4.74362	4.57676	4.43194	4.74777
112	JAM	Jamaica	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)		3.44789				6.81841						6.36561				5.54947					4.84161					4.33216					5.01510	5.41476	5.42852	4.27537	3.92558	4.63449		5.46345
113	JPN	Japan	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)		3.94944				5.23647					5.79388					5.24269				4.63703						3.57266			3.47909	3.58995	3.67178	3.62007	3.64141	3.70065	3.66142	3.52164	3.47770
114	JOR	Jordan	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	3.81173					3.83070					6.79251					6.79027					8.06090					8.33092				4.94269
115	KAZ	Kazakhstan	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																					3.23733					4.51888				3.89257	3.25662		3.02970		2.25591	2.26353	2.62678	2.83139
116	KEN	Kenya	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)		4.81665				6.01518					5.88100					5.32152										6.71021				5.32315	5.18673	5.20621	6.17200	6.49427	6.79693	7.33770	7.03817	6.40000	6.60000
117	KIR	Kiribati	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	5.02732					4.93619				6.95814																			14.0044	14.3031	16.1114	16.8026	17.8571
118	PRK	Korea Dem. Rep.	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)
119	KOR	Korea Rep.	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	3.46180					2.12089					3.54544					4.19948					3.29908					3.21622			3.73767	3.76351		4.11731	4.01053	4.36837	4.35985	4.14736	4.21764
120	KSV	Kosovo	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)
121	KWT	Kuwait	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)		3.49138				2.21946					2.79102					5.18539					5.79518					6.21827						6.58600	6.55050	6.53753	5.53515	4.73825	3.76001
122	KGZ	Kyrgyz Republic	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																		9.77199			8.36294					6.59582			4.91964	4.08522	3.50837	3.85419	4.44547	4.47541	4.62243	4.87384	5.54986	6.56641
123	LAO	Lao PDR	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																0.434742							2.46682			2.29561				0.984994	1.50027	1.99028	2.71484		2.27759	2.39587	2.86849	3.03606	2.32117
124	LVA	Latvia	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)											3.31478					3.38870					3.77963					6.13813			6.29020	5.72567	5.35915	5.47903	5.74820	5.32163	5.07098		5.06900
125	LBN	Lebanon	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																				3.23785						2.58682				2.02753	1.99515	2.91927	2.61548	2.64551	2.60336	2.63872	2.76552	2.59360	2.04708
126	LSO	Lesotho	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)		4.64155					8.05787				8.09619					6.46281					6.00944					9.22402				14.0634	11.4044	10.6107				14.1528	13.7807		12.4056
127	LBR	Liberia	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	2.26546					2.23712					5.76911																												2.71568
128	LBY	Libya	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)		3.93740				5.94995					3.38425					7.09263														2.67204
129	LIE	Liechtenstein	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)
130	LTU	Lithuania	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																					4.62537					5.20251						5.88528	5.83925	5.16174	5.19170	4.90407	4.84080
131	LUX	Luxembourg	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	3.10428					4.40869					5.60769					2.58205					2.69158					3.69036				3.35437
132	MAC	Macao SAR China	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																	1.13361				1.85122								3.68109	3.69232	3.67962	3.00979	3.07122	2.89304	2.31900	2.40695	2.29621	2.02601
133	MKD	Macedonia FYR	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																							5.12757			4.49398							3.49779						4.70000
134	MDG	Madagascar	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)			3.27222			2.51668					4.32025					2.75618					2.12337			2.14018					1.87065	2.49431	3.16889	2.85048			3.28991	3.19402	3.05135	3.36786	2.90129
135	MWI	Malawi	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)		4.46262				2.56923					2.57629					2.49069					3.32501					4.12659				4.55266	4.14146			4.21763
136	MYS	Malaysia	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	3.98038					5.73788					5.71840					6.02615					5.06630					4.37583				5.68679	5.97161	7.48448	7.65793	7.50288	5.92389	7.47883	4.66596
137	MDV	Maldives	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																	2.34575				3.83623					4.03744			3.73608				8.10903	8.08981	7.36523	7.78512	7.99351		8.05796
138	MLI	Mali	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)								3.21564			3.41698					2.91159										2.12782			2.97969	2.98639			3.37010	4.10313	4.31077	4.14605			3.81568
139	MLT	Malta	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)		6.78903				4.94605						3.20357				3.66030					4.31147					5.21091			4.78342	4.92156			4.37565		4.83666
140	MHL	Marshall Islands	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																													16.4630	16.4630	15.0145	9.26426	9.06592	12.5465	12.2544
141	MRT	Mauritania	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	3.11328						3.58916		4.78275																	3.63388			3.12935	2.86266		3.27995	3.51986	3.77456	3.08364	2.33503	2.88312		4.44306
142	MUS	Mauritius	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)											5.83764					4.29269					3.51529					4.48750				4.20712	3.90134	3.34403	3.28510	4.67142	4.66999	4.44010	3.88788
143	MYT	Mayotte	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)
144	MEX	Mexico	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	2.43072					3.71329					4.57084					3.72923					3.60550					4.63761			4.20648	4.40987	4.86094	5.15875	5.29938	5.28272	4.86875	5.02011	4.83130
145	FSM	Micronesia Fed. Sts.	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)														26.0188															7.25324	7.25324	7.25324
146	MDA	Moldova	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																					5.49139					9.00290				4.66255	4.48642	4.84691	5.49791	5.42491	6.77109	7.16273	7.49893	8.29343	8.24802
147	MCO	Monaco	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)
148	MNG	Mongolia	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)											11.9445																5.20741		6.35366	6.00862	5.79348		7.91284		4.74595			5.05427
149	MNE	Montenegro	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)
150	MAR	Morocco	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	3.46665					5.21271					5.89360					5.94331					5.27198					5.60237			5.34362	5.38568	5.76051	5.59592	5.79768	5.64493	5.55045	5.86521	5.49705
151	MOZ	Mozambique	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)											2.53826					2.28560					3.09618								2.31234	2.11045					4.45533	5.20143	5.00764
152	MMR	Myanmar	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)		3.03796				1.63794						1.53918				1.81643					1.94023					1.20248				0.619707	0.574195	1.25876
153	NAM	Namibia	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)													1.44276	1.77635												8.79882				8.12611	7.88641	6.91290	6.76238	6.11510			6.03782		6.49726
154	NPL	Nepal	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)		0.589519				1.24023					1.56993					2.31866					2.33676					2.79718				2.89331	2.97515	3.70838	3.38468	3.11435					3.78359
155	NLD	Netherlands	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	6.64215					7.46962					7.04373					5.98991					5.48432					4.78766			4.93932	4.89523	4.95862	5.05811	5.17701	5.41944	5.45571	5.53022	5.51812
156	ANT	Netherlands Antilles	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)
157	NCL	New Caledonia	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)
158	NZL	New Zealand	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)		4.54735				5.23668					4.31568					3.75470					7.05063					5.91734				6.85738		6.78317	6.61670	6.64318	6.73325	6.50656	6.18380	6.15678
159	NIC	Nicaragua	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	2.25421					2.32146					3.18351					5.55344					3.36815					1.80214			2.88802	3.79340	3.89454		3.10231	3.14253
160	NER	Niger	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)		1.07034				1.35383						2.80263									2.94241					2.85215						2.33352		2.42206			3.33489	4.06421	3.69649
161	NGA	Nigeria	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)						3.06976					3.61577					1.35387					0.863892					0.831284
162	MNP	Northern Mariana Islands	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)
163	NOR	Norway	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	5.23776					6.15435					6.27650					5.78856					7.03344					7.90660			7.50807	7.10837	6.58097	6.95250	7.57668	7.53985	7.46567	7.02127	6.54395
164	OMN	Oman	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)		1.03917				1.29743					1.85059					3.57276					2.83892					3.44471			4.11234	4.00596	3.14218	3.92010	4.28627	3.87008	4.02694	3.53526	4.01997
165	PAK	Pakistan	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)		1.65429				2.00856					2.12883					2.43543					2.56293					2.82467			2.03458	2.61149	1.83782			1.94715	1.94841	2.25436	2.62638	2.84025	2.90886
166	PLW	Palau	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																															9.78626	9.70126	10.2756
167	PAN	Panama	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	5.41848					5.60039					4.36029					4.38669					4.66101					4.99325			4.83591	4.83591	5.03969	4.34738	4.43821	4.41392	3.78917				3.81599
168	PNG	Papua New Guinea	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)		4.36693						7.43860		6.46825
169	PRY	Paraguay	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	2.13687					1.55628					1.52415					1.48233					1.14894					3.71553			4.91192	5.12726	5.29764	5.05285	4.86031	4.68655	3.97441
170	PER	Peru	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)		3.22389				3.26964					2.94754					2.67666					2.77168						3.12154		3.20531	3.35132		2.92980	2.97491	2.81271	2.83396	2.72072	2.54763	2.50380
171	PHL	Philippines	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)		2.74016				1.81282					1.71929					1.31574					2.88395					3.04226			4.22627		3.48778	3.24109	3.17436	3.20814	2.69916	2.53045
172	POL	Poland	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																4.76311										4.43091			4.99301	4.64848	5.00978	5.33257	5.41158	5.34972	5.40512	5.46563	5.66379
173	PRT	Portugal	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	1.35557					3.21644					3.37957					3.45958					3.84297					4.82413				5.28601	5.42335	5.60403	5.53521	5.56683	5.33071	5.39478	5.25327
174	PRI	Puerto Rico	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)
175	QAT	Qatar	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)		3.11941				1.14913					2.53070					4.11817					3.88446					3.31171			3.57768						2.14384	3.27542
176	ROM	Romania	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																					2.82900						3.56410		3.53714	3.51720	2.88632	3.28371	3.52255	3.44267	3.29010	3.48413
177	RUS	Russian Federation	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																					3.45188					3.86083					2.93981	3.10602	3.83502	3.66883	3.54351	3.76921	3.87164	4.10000	4
178	RWA	Rwanda	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	2.26012					2.27035					2.66703						3.36799			3.74663									2.56578		2.87050					3.39550		4.75434	4.07027
179	WSM	Samoa	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																					5.66267								4.98656	4.50753	4.02120	4.29433	4.31128
180	SMR	San Marino	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)
181	STP	Sao Tome and Principe	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)
182	SAU	Saudi Arabia	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)		2.18025				2.29748					4.33300					7.12600					6.60440					5.72840			8.33827	7.10566	5.94348	7.76633	7.67961	7.14598	6.75351
183	SEN	Senegal	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)		3.72671		3.78044																						3.83613			3.20030	3.14892	3.15748	3.29467	3.39194	3.50993	3.85539	5.14842	4.77273
184	SRB	Serbia	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)
185	SYC	Seychelles	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	4.18848					4.38459					5.57225					10.3401					7.78359					7.71143			5.99207	5.26100			5.19334	5.37494	5.42512		5.00972
186	SLE	Sierra Leone	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)		3.01816				3.57794					3.31134					3.03759					1.08236										4.94934	4.64620	4.74817	4.55911	4.19440	3.80017
187	SGP	Singapore	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)		3.17821				2.63793					2.70657					4.40724					3.00508					3.07433						3.07189							2.79519	3.20334
188	SVK	Slovak Republic	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																					5.12374					4.50151				4.17810	3.92670	3.99725	4.30441	4.30000	4.18899	3.84919	3.79381
189	SVN	Slovenia	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																										5.35054						5.89437	5.77592	5.81671	5.75993	5.73551	5.72415
190	SLB	Solomon Islands	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	4.44406					5.26463					5.24299				4.49481														2.24871	2.24866
191	SOM	Somalia	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	1.04791					2.06490					0.975040					0.424973
192	ZAF	South Africa	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																		5.42722		5.13279						6.39882				6.02744	5.58454	5.29475	5.19604	5.06702	5.33055	5.35803	5.38559	5.34006	5.13477
193	ESP	Spain	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	1.90470					1.64768					2.13413					3.06710					4.10208					4.56733			4.41900	4.37637	4.28230	4.23397	4.24993	4.27651	4.24880	4.23057	4.28238
194	LKA	Sri Lanka	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	3.98406					2.74519					2.70417					2.57614					2.67914					3.00761			3.05142
195	KNA	St. Kitts and Nevis	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	4.23620					3.80111					5.08874					5.66334					2.63632					3.53579			5.36297	5.08484	6.37363	8.10412	3.26751	4.51855	4.39909	9.87361
196	LCA	St. Lucia	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)													7.08453				6.30233								9.17491				7.10307	8.15669	7.81831	8.26190	7.45631	4.75510	4.62466	5.45510	6.50969		6.27121
197	VCT	St. Vincent and the Grenadines	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	5.80217					7.20486			4.71388								5.57202												4.74102	6.77285	9.37168	9.51696	9.91021	10.9385	10.7434	7.96935		6.99381
198	SDN	Sudan	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)		37.0600				49.5154						41.7809				27.7622					8.51295						12.1480
199	SUR	Suriname	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	6.17034					5.45161					6.61675					9.01878
200	SWZ	Swaziland	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)		4.30836				4.99833					4.41626						6.05209				5.53715					7.00268				5.13917	5.55557	8.14865	5.30769	7.09534	6.60967	7.87270	8.25396		7.93505
201	SWE	Sweden	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)		7.24738				6.83787					8.48974					7.38700					6.69294					7.05535			7.55542	7.30184	7.21395	7.12276	7.43229	7.30015	7.18406	6.97231	6.85158
202	CHE	Switzerland	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	3.82349					4.90713					4.84642					4.83228					4.94988					5.50651			5.28878	5.28590	5.20492	5.41966	5.74909	5.99747	5.91341	5.71171	5.51380
203	SYR	Syrian Arab Republic	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	3.84943					3.94837					4.57769					6.08041					3.99511					3.18438											5.33420	4.85471
204	TJK	Tajikistan	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																8.52225										2.18346			2.52871	2.07659	2.32863	2.37658	2.77581	2.42263	2.77208	3.51482	3.42663	3.41986	3.47908
205	TZA	Tanzania	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																					2.20860									2.17172
206	THA	Thailand	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)		3.08513				2.40745					2.60915						3.47336				2.74609					3.23342			4.70080	4.99186	5.41043	5.01636			4.24252	4.44371	4.52201	4.00406
207	TMP	Timor-Leste	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																																							7.07846
208	TGO	Togo	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	2.15831					3.49424					5.43491					4.63635					5.50790						4.41244		3.98424	4.18572	4.39015	4.20134	4.01326	3.99198	3.40375	3.41811	3.63868	3.73561
209	TON	Tonga	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)							2.85520					3.33098				8.80742								4.78385					6.79293	6.59394	5.93287	5.51904	4.66464	5.06703	4.74109
210	TTO	Trinidad and Tobago	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	3.10276					2.96325					3.76806					5.76769					3.65938						3.24877		3.28024	3.69236	3.80014	4.15312	4.23912
211	TUN	Tunisia	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	6.80638					5.02659					5.23517					5.53972					5.98790					6.46640				6.91767	6.84948	6.84648	6.36617	7.48793	7.45042	7.18990	7.14899
212	TUR	Turkey	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)		2.07710		4.13333								2.25106				1.78685					2.16446					2.25111				2.95752	2.58992	2.71185	2.81861	2.96035	3.11739
213	TKM	Turkmenistan	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																		4.07874			4.30921
214	UGA	Uganda	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)		4.01912				3.22103					1.28061					3.43196					1.44939					2.20437					2.46167				4.95237				3.76608	3.26521
215	UKR	Ukraine	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	5.47002					5.78316					5.60710					5.23866					5.14956					7.14990			4.44884	3.61808	4.16623	4.68049	5.43333	5.60241	5.30832	6.05848	6.20873	5.28221
216	ARE	United Arab Emirates	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)						0.881582					1.32901					1.75228					1.84554					1.86262					1.98035	2.04983	1.96793	1.78232	1.56947	1.31660
217	GBR	United Kingdom	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)		5.31884				6.60194					5.32551					5.14096					4.68757					5.29980			4.91622	4.60023	4.59677	4.70653	5.26853	5.41815	5.32880	5.50563	5.64100
218	USA	United States	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)		7.38937				7.31055					6.50922					6.34595					5.00759					5.14662			5.03396	5.08319		5.74849	5.69912	5.86464	5.60257	5.35459	5.70128
219	URY	Uruguay	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	4.15387										2.20717					2.62495					2.66077					2.54789			2.24337	2.42343	2.42255	2.80096	2.32220	2.06822	2.49954	2.71475	2.81650	3.50000	3.90000
220	UZB	Uzbekistan	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																					9.46643					7.41870
221	VUT	Vanuatu	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																		6.74501			4.70974					4.61343			7.88261	6.57977	7.78988	9.83119	9.30150	9.48852					6.13211
222	VEN	Venezuela RB	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	4.07341					4.62475					4.56748					5.30887					3.14434				5.17319												3.64856	3.66379
223	VNM	Vietnam	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																					2.02527					2.85506													5.34066
224	VIR	Virgin Islands (U.S.)	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)
225	WBG	West Bank and Gaza	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)
226	YEM	Yemen Rep.	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)																										5.46958					9.86105	9.63022							5.21748
227	ZMB	Zambia	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)	4.38781					6.23854					4.13360					4.14585					2.41486					2.03105			2.31489	1.92966	1.98866	1.98915			2.82587	2.02048		1.52858	1.37608
228	ZWE	Zimbabwe	SE.XPD.TOTL.GD.ZS	Public spending on education total (% of GDP)		2.66922				2.72071					3.74222					6.26264					5.91125				6.85954						4.57191