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

 
    Pupil-teacher ratio secondary ( SE.SEC.ENRL.TC.ZS )

(3)Secondary school pupil-teacher ratio is the number of pupils enrolled in secondary school divided by the number of secondary school teachers (regardless of their teaching assignment).
(5)Source: United Nations Educational Scientific and Cultural Organization (UNESCO) Institute for Statistics.
(6)Aggregation method: Weighted average (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.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary							21.2073				20.0601					18.0315					15.4859	15.2626				16.3975					17.9244	20.0045	20.0208	19.8515			18.7310	17.8434
2	ECA	Europe & Central Asia	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary																					15.3941	14.7587												11.9984	11.6559	10.9958	10.6388	10.0938
3	EMU	Euro area	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary						15.0986					14.6474										12.4423	12.1521				13.2138				12.7523	12.0675	11.9734	12.1213	11.8377	11.7316	11.6874	11.7825	11.5884
4	HIC	High income	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary																										14.7624				14.4477	14.1677	14.0269	13.8610	13.5843	13.4785	13.3604	13.2796	13.2409
5	HPC	Heavily indebted poor countries (HIPC)	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		21.7320				23.5756					25.7407					25.9709					25.2585	24.5651
6	LAC	Latin America & Caribbean	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary																														20.1852	19.1919	18.5793	18.9226	18.0710	17.3545	17.2474		19.1969
7	LDC	Least developed countries: UN classification	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary						25.2195					25.9552					26.8634					26.3699																	25.5858
8	LIC	Low income	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary						25.1505					25.5391					26.7524					24.3880																	24.6795
9	LMC	Lower middle income	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary											20.8233					21.0833					19.9413	20.0768				22.2106					23.3501	24.4549	24.0860	24.2906
10	LMY	Low & middle income	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary											21.4626					21.5929					20.2305	19.9197				21.9702					23.4513	24.1669	23.6530	23.3538
11	MIC	Middle income	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary											20.7260					20.8356					19.5636	19.6600				21.6632					22.6950	23.5375	23.1867	22.7964
12	MNA	Middle East & North Africa	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		25.5614				25.6137					22.6607					19.8068					18.0812	19.2130				21.4035
13	NOC	High income: nonOECD	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary
14	OEC	High income: OECD	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary																										14.7742				14.4923	14.1768	14.0948	13.9296	13.6080	13.5029	13.4528	13.3271	13.2724
15	SAS	South Asia	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		21.7107				21.7510					21.2207					25.4283					27.5270	28.6381				31.9578				34.0306	34.1205	33.9153	32.2991	32.0303	32.9375
16	SSA	Sub-Saharan Africa	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary						23.9510					28.9384					28.4056					24.2196	24.1955																25.4260
17	UMC	Upper middle income	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary																																	18.5905	16.8140	16.4040	15.9905		16.8529
18	WLD	World	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary											20.7779					21.0211					19.5617	19.2285				20.4986					21.8106	22.4568	22.0491	21.7511	23.1245
19	AFG	Afghanistan	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary	23.1376				21.9676																24.7879	25.0603				28.0246												31.5624
20	ALB	Albania	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary																														16.2401	16.3456	16.9299	17.6713	17.6659	17.6000
21	DZA	Algeria	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		21.0965				25.7976					25.0432					23.2019					17.9128	17.1273				16.8440								20.8425	20.8482
22	ASM	American Samoa	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary																						15.5000
23	ADO	Andorra	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary						17.3896					17.2362																						7.65770	7.25909	7.06522	7.75311
24	AGO	Angola	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		15.1623																											18.2694	18.2696	18.8340	18.9612
25	ATG	Antigua and Barbuda	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		27.7808				26.5703					14.9821					14.0022					15.5882	15.2571				14.4681					13.3909
26	ARG	Argentina	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary	7.27655					7.67988										7.82314										9.58232			12.4185		11.0102		15.2918	17.2952	13.7663	13.5326	12.7557
27	ARM	Armenia	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary																										9.46100							6.91742	6.91770	7.91265	8.64733	8.31169	7.76715	7.41918
28	ABW	Aruba	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary																														15.5924	15.5617	15.0539	15.0490	14.9002	14.5574	14.1753	14.3610	14.4623	13.0991
29	AUS	Australia	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary	14.8691					14.8556					12.8951					12.0643					11.5777	11.6098				12.5841
30	AUT	Austria	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		19.5727				17.0475					14.1460					11.7494					9.96332	9.78140				9.40288				10.3009	10.2930		10.4374	10.5251	10.7067	10.9832	10.9434	10.8464
31	AZE	Azerbaijan	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary																										10.3470				7.84081	7.81556	8.29773	8.40097	8.72780	8.54095	8.38602	8.14303	7.81910
32	BHS	Bahamas The	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		33.4197				32.1070						21.6431				15.9688										16.1563				22.8055	23.2177	16.9062	14.8539	15.5766	14.1741	13.5683	12.7820	12.2730
33	BHR	Bahrain	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		20.5602				21.5938					19.9121					17.3939					13.2192	14.1539				13.7260					14.0202	13.4678	12.3969
34	BGD	Bangladesh	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary						23.8068					23.7584					27.7304					27.4381								36.3132	37.4127	38.4303	37.4970	34.3674	31.0782	27.3736	23.9232	25.0472	25.2443
35	BRB	Barbados	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary						20.1792					20.0107					19.8033					19.6111									17.7569	17.2971	17.2446	15.7406	15.1680	16.8513	15.8887	14.5839
36	BLR	Belarus	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary						13.5155					12.1157															12.5410				9.15715	9.48068	9.37043	9.22715	9.42501	9.23597	8.92803	8.52639	8.09786
37	BEL	Belgium	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary						11.0974					12.0222										7.31765	7.23346									10.0571	10.3467	10.5712	10.0346	10.0400	10.0399	10.0399
38	BLZ	Belize	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary																														23.8798	23.3283	22.8846	23.8177	22.8525	19.0390	18.6768	17.2797	16.9683	16.9591
39	BEN	Benin	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		23.1124				33.8295					29.4289					39.4446					21.2332	24.5023				27.1991				23.7510	23.3835	21.5987		22.3850	23.9341
40	BMU	Bermuda	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		14.1794				14.4615					12.0181					9.75231					9.59649	9.56370				9.03037						7.07907	7.01229	6.78312	6.86143	6.97361	6.04819
41	BTN	Bhutan	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary												13.4962				10.0894			6.97892										38.6089	32.1968	32.4979	32.4027				28.1147	22.8257		23.7457	2.06437
42	BOL	Bolivia	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary																														21.3955	21.9738	24.7949	24.3168	23.6421				18.1657
43	BIH	Bosnia and Herzegovina	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary
44	BWA	Botswana	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary	14.7224					16.6116					18.4424					21.5785					16.6219	18.0886				16.6618			18.1181	17.5707	17.2935	16.6960	15.3491	14.3398	14.3290	13.6384	14.0087
45	BRA	Brazil	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary	13.2427																													22.6218	22.1212	19.3348	19.1207	16.7302	16.0171	15.4278		18.5516
46	BRN	Brunei Darussalam	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary	19.4230					18.6880					12.3432					10.8093						11.8320				11.4744			10.6152	11.0163	10.8536	10.9523	11.2053	10.6300	10.1927	10.0920	10.7843	10.8032	10.5488
47	BGR	Bulgaria	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary																											11.3310			12.5035	11.8553	12.1659	12.0772	12.3084	12.2321	11.9756	11.7448	11.5546
48	BFA	Burkina Faso	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		22.6097				20.4359					22.7886					21.2212					30.5443	27.1708			31.1420					27.8689				31.3420	31.4648		29.6009	28.1946	30.3311
49	BDI	Burundi	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		11.3458				20.4609					15.5693					14.5888					17.7399	21.8198												18.8481	21.2167	22.8208	28.4041	27.9889	29.5794
50	KHM	Cambodia	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		22.0978				35.7132							22.6053			34.2238					20.0863	14.9322				17.5339			17.1763	17.5475	18.4633	19.5640	21.6228	23.5882	25.0997		29.9888	28.9219
51	CMR	Cameroon	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		22.4885				24.9860					25.4192					25.6440					25.8766	25.2408				26.2829				23.7537					16.4485	16.1701	16.1703
52	CAN	Canada	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary																15.1547					14.2144	13.9680				18.5182			18.7699		17.7257
53	CPV	Cape Verde	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		19.9375				21.3517					17.7784										24.3529				23.0343							25.1527	24.4929	23.6834	22.7041
54	CYM	Cayman Islands	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		19.2500				18.9756					12.0500					10					10	10				10				9.07595	9.29365	9.77824	10.1342		11.3013	10.2691	9.17405		8.85873
55	CAF	Central African Republic	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		21.7741				35.6845					52.8846					64.7759					37.3174
56	TCD	Chad	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		21.2823				21.8721					28.1191										34.9463	39.2818				37.1584				34.1000	32.2228	36.2918	37.8857	32.1536	34.2075	33.5457	32.9960	32.9116
57	CHI	Channel Islands	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary
58	CHL	Chile	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary						15.1828																14.2507				13.3060				29.0090	29.3532		32.5556	33.0543	25.1926	24.7687	24.4127	23.7109
59	CHN	China	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary							20.9592				18.8815					17.0784					14.6070	14.4253				15.0737					17.1085	18.9229	18.9291	18.6112			17.5495	16.3685
60	COL	Colombia	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary	17.1657					19.4542					20.3582					20.1502					19.8357	19.8589				21.0487			19.2297	19.2305	19.2302	19.0654	20.9247	20.9248	24.6472	26.1717	27.3657	25.2348	25.6403
61	COM	Comoros	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		20.2064				26.4972					30.6944										25.1054	24.6926				24.5523							13.0385	11.2598	13.7959	13.8142
62	ZAR	Congo Dem. Rep.	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		23.4461				25.0319					23.2608					21.0047					20.2604									13.7996			14.5305					15.6716	16.5750
63	COG	Congo Rep.	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		33.0444				41.0490					42.5944					36.6458					27.1206	26.7066				30.0347								28.1085	33.3131
64	CRI	Costa Rica	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary	16.5451					22.6289					18.9786					17.0166					18.9509	19.2169				19.2388			18.9582	18.1027	18.8416	19.5728	18.7518	18.7062			17.7943	17.9136	15.6411
65	CIV	Cote d'Ivoire	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		21.2608				22.2074					21.3541										17.9166	18.3829				24.6685				29.3952
66	HRV	Croatia	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary																											14.0370			12.4727	11.8440	11.3285	11.0266	10.8636		10.1369	9.54029	9.29822
67	CUB	Cuba	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		12.5121				12.8169					13.3674					11.7598					9.88503	10.0116				9.77599			11.0108	11.4103	11.9465	11.3633	11.6268	11.6713	11.0379	11.0518	10.4855	9.63266	9.67207
68	CYP	Cyprus	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		21.0368				20.8742					16.5022					15.2588					11.9720	11.9449				12.4551				12.8674	12.7382	12.7341	12.1474	12.1500	11.2507	11.2914	11.0396	10.6754
69	CZE	Czech Republic	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		12.3550				11.7955					11.8205					13.0050					13.3303	12.9311				11.7850						10.8058	10.8093	10.7575	10.3069	10.4498	10.5464
70	DNK	Denmark	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary						12.6454					11.4756															8.87589				9.56346	9.55770	10.0527
71	DJI	Djibouti	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		13.1905				15.3050					17.0687					19.5192					20.0263	20.2836				20.1487				22.8103		23.7775	27.8750				31.2978	33.9540	34.2706
72	DMA	Dominica	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		29.2553				23.8022					22.4316					22.4849					15.6500	13.2978				13.1125				18.9521	21.4711	19.9358	16.9300	16.7913	16.8023	15.0726	16.4286	15.9510	14.4447
73	DOM	Dominican Republic	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		27.0482														36.2017																33.4975	33.4905	26.2466	27.0378	26.4314	24.2814	29.0285	24.4681
74	ECU	Ecuador	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		13.8052				15.9688					17.0382					16.0375					13.4286	13.0670								16.7523	13.5792	13.5784	13.5773	13.2741	13.3432	13.9046	14.3588	14.6574
75	EGY	Egypt Arab Rep.	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		24.3619				27.5727					23.7774					21.5143					18.0866	18.0857				19.0946				16.8978	16.9474	16.9645	17.3925	17.2801	17.0795
76	SLV	El Salvador	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary	25.0091																																	29.0230	30.2536	28.9199	27.6979	26.8963	26.3267
77	GNQ	Equatorial Guinea	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		34.3657				26.4674					17.2722														28.2585					23.3753	23.1309
78	ERI	Eritrea	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary																										33.7507				50.6554	54.0620	52.4443	49.3132	53.5080	47.8374	51.3477	54.3902	49.3489
79	EST	Estonia	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary																										8.81704				10.4637	9.75582	10.0549	10.0554					9.92876
80	ETH	Ethiopia	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		27.6723				27.9884					38.0044					41.6354					39.2987	37.1378				32.0377													46.2268
81	FRO	Faeroe Islands	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary
82	FJI	Fiji	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary	31.7804					28.0174					19.4864					15.2651															20.2149	19.1483	18.5558	24.6240	22.3833			22.9022	18.7200
83	FIN	Finland	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		15.8058				14.0578					13.5510																									12.3973
84	FRA	France	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		15.8017				15.6394					13.7283					13.0277					12.4387	12.5084				12.6750				12.0255	11.7983	11.6058	11.4631	11.4673	11.3966	11.4308	12.0985	12.0996
85	PYF	French Polynesia	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary
86	GAB	Gabon	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		19.4981				23.2290					18.6152					17.7982				22.8733						27.5894				28.1166
87	GMB	Gambia The	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		19.8504				17.7069					16.6480					17.4103					24.9125	26.9841				26.0239				23.2033	22.8090	21.1184	19.9612	21.2446	21.9863	23.1798		21.9685	24.1480
88	GEO	Georgia	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary												9.91427					9.92233					6.85243				6.70817				7.50714	7.46045	7.60845	9.40904	9.24507	9.14538				7.46323
89	DEU	Germany	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary																										15.0581				15.3693	14.3631	14.2565	14.3486	14.1867	14.0241	13.9174	13.9508	13.4599
90	GHA	Ghana	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary						23.5801					20.9309					21.7181					18.0447	18.7096								19.6164	19.1357	18.5288	18.6286	18.1742	18.7895	18.8176	19.6856	17.6948	17.0774
91	GRC	Greece	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		24.9735				20.3969					19.0864					16.6501					14.5534	14.1179				12.6752			10.9276	10.3150	9.76026	9.41532		8.60019	8.29880	8.28503	8.18975	7.88335
92	GRL	Greenland	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary
93	GRD	Grenada	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		25.3478				24.5906					24.5770					30.9713					27.0287	27.0055				27							20.6671	20.0811	20.0882	15.4345			16.6032
94	GUM	Guam	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary
95	GTM	Guatemala	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary	13.7902					16.5554					17.8824					13.9483						14.2350				15.6259			14.6953	13.2470	14.0319	13.6879	13.6924	14.5486	15.3868	15.7502	16.2037	16.1133	16.5657
96	GIN	Guinea	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		22.7680				25.5698					23.6039					19.6619					16.4284	14.3812				25.7571								31.3331	31.8277	34.4253	35.8259	38.1527	33.2918
97	GNB	Guinea-Bissau	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		18.0901				13.9948					11.7895					10.7246															14.4341						37.2811
98	GUY	Guyana	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		25.5550				22.6556					17.5093					20.1743						43.5600				40.6612				18.6731	18.8180	20.3067	19.6647	16.4774	17.0403	18.0370	18.0413	14.0842	20.8934
99	HTI	Haiti	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary			14.9808			15.1644					22.7096					24.4928					19.4950	19.0319
100	HND	Honduras	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary						18.1051					28.3567					26.0413						22.8145		19.9149
101	HKG	Hong Kong SAR China	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary						24.7242					29.6907					24.8026						20.7136				20.6430
102	HUN	Hungary	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary																										10.2720			10.2235	10.0421	9.84324	10.6771	10.8645	10.9614	10.5139	10.6266	10.5292
103	ISL	Iceland	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		10.4866				10.3722					11.0347																		13.3113	12.9764	12.3494	12.7773	12.3976	12.4057	11.3858	11.3267	10.7824	10.4377
104	IND	India	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		21.9232				21.6165					21.1233					25.9970					28.7137	28.8312				32.2225				33.6236	33.6232	33.4446	32.3246	32.3249	32.7000
105	IDN	Indonesia	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary	13.1001					15.2293						14.8547				15.3772					12.9166	13.0370				14.1383					15.7838	14.2567	13.5816	14.2342	14.2008	11.8111	11.8285	13.0443
106	IRN	Iran Islamic Rep.	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		34.2157				28.6623					20.5118					15.0673					17.7748	23.5112				30.6964
107	IRQ	Iraq	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		23.6496				26.0284					29.6750					27.7913					21.4959	21.5214					18.6275			19.6869	19.7352			17.5718	18.7860	18.7855
108	IRL	Ireland	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		13.5673				12.3059					14.5183					15.4108					16.4915	15.9936				14.8452											10.5446
109	IMY	Isle of Man	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary
110	ISR	Israel	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary																														10.3689		8.21084	8.37570	9.90447	9.93300	11.6422	11.9218	11.8799
111	ITA	Italy	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		11.5131				10.9982					10.3710					9.75738					9.17612	8.67948				9.55936				10.5428	10.4542	10.1398	10.2477	10.5758	10.8044	10.5400	10.6170	10.1012
112	JAM	Jamaica	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		26.5795				26.7090					21.8613					22.1412					22.1096	22.4536		21.5050							18.9218		19.3472	20.3006	19.1404	18.4712		19.7744
113	JPN	Japan	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		18.2451				17.3377					17.1566					17.5982					17.0991	16.7419				14.0605			14.4330	14.2239	13.9759	13.8311	13.5496	13.2181	12.8862	12.6324	12.4045	12.2223
114	JOR	Jordan	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		22.9567				21.5011					20.4594					19.1879				16.5168													18.7621	17.8784
115	KAZ	Kazakhstan	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary																	16.1749				13.3303	12.8392									11.3017	11.5483	11.8635	11.7397	11.3197	10.9926	10.8966	10.3888	10.0146	9.71088
116	KEN	Kenya	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary	20.6137					24.7656					25.0584				25.8396																		29.2965	29.3608	26.1768	24.7717	25.7628	26.6380	29.8869
117	KIR	Kiribati	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary	10.8421					11.5790					15.8442					13.7250					12.1579	12.7797				14.4793				19.5570	17.6067	23.5768	18.3879	19.8811	18.6190	17.0391
118	PRK	Korea Dem. Rep.	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary
119	KOR	Korea Rep.	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		36.5086				37.2139					38.1438					35.8937					27.6682	25.2294				24.5997			22.6941	22.1285	21.0204	19.9080	18.2354	17.6832	17.7629	18.0369	18.0369	18.0569
120	KSV	Kosovo	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary
121	KWT	Kuwait	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		12.9171				11.2248					11.8770					12.7534					12.5016	10.0259				10.7939				10.5599	10.7893	10.4567	10.2846		10.5620	10.3439	9.67229	9.49071
122	KGZ	Kyrgyz Republic	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary												18.3974					16.2176				13.7870	13.5048				13.4997				13.1623	13.3306	13.6592	13.4148	14.0397	13.7452	13.4168	13.5161	13.5632
123	LAO	Lao PDR	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		16.8885				19.1278					22.2991					13.5996					11.7660	11.4050				14.0659				20.3582	21.3341	22.7329	24.0881	25.6599	26.6240	24.7849	24.7315	23.6022	22.7618
124	LVA	Latvia	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary												11.7149									9.59315	9.18539				8.56808				10.2773	10.7377	11.2439	11.3600	11.1468	11.0283	10.8116	10.2544
125	LBN	Lebanon	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary																																					9.18399	9.20215	9.12430
126	LSO	Lesotho	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		21.2923				23.7406					19.7594					20.1419					20.2559	18.8735				24.2152			23.1078	22.2417	22.0644	22.9424	23.1974	23.7783	25.0178	26.5860	16.1311	16.8524
127	LBR	Liberia	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary	16.5069					19.4040					12.6883																			17.1788	26.4047						7.30205		12.3685
128	LBY	Libya	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		12.4230				13.1692					13.5464			11.1076
129	LIE	Liechtenstein	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary						11.1111					10.9839																								5.82384	9.40719	9.06250	8.58808
130	LTU	Lithuania	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary												19.4781					16.1036				12.7989	11.9790				9.77604				11.2089	11.1839	11.5009	10.3965	10.8687	10.2618	9.90824	9.70397	9.45009
131	LUX	Luxembourg	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		11.3232				9.88463					12.6889					14.4157					11.6639													10.5874	10.4817	10.2909	10.0925	10.1755
132	MAC	Macao SAR China	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		13.8028				16.5183					21.2120																			22.9367	23.8805	24.0241	23.9686	24.8046	23.2429	22.4068	21.5381	20.5475	18.9577
133	MKD	Macedonia FYR	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary																														16.3293	16.0458	16.3644	16.0553	15.6122	15.1304	14.7083		13.7217
134	MDG	Madagascar	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		19.8406				23.2053					27.1329					27.5872					21.6560	20.8195				17.2518										21.5550	23.6915	24.4233	26.7449
135	MWI	Malawi	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		17.8231				20.0755					21.6963					21.7246					27.4720	27.9728				19.9783						33.7118		24.5586	25.2248	25.5119	26.7146	27.5420	27.8178
136	MYS	Malaysia	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary	25.6299					27.3463					22.7573					22.0875					19.3354	18.7542				18.6419			19.3620		18.3782	17.8933	17.7151	17.7478	17.3627	16.9902
137	MDV	Maldives	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary	12.5769																												16.9627	17.1487	15.2748	13.0610	15	13.7031
138	MLI	Mali	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		15.4416				17.0198					20.2853					11.5533						14.6521				25.0631				28.4092	28.9733								23.5480
139	MLT	Malta	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		14.6739				13.0333					12.4150					12.8212					12.2262	12.1071				10.5830					9.89605	9.99807	9.88028	9.78021	11.1768	9.76872
140	MHL	Marshall Islands	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary																														21.5833			16.6745	16.6925
141	MRT	Mauritania	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		22.0529				23.7444					29.1523					24.8328						16.7124				24.9786				26.2431	26.3266	26.3339	26.2433	26.0757	28.4472	30.9836	26.1970	26.5756	23.8946
142	MUS	Mauritius	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary	24.5147					29.9095					25.6982					19.6084					20.5629	20.0266				20.0759			19.9444	19.5657	19.3951	19.2342	18.8380	18.5582	17.5733	17.2058	16.9634	16.3816	16.3830
143	MYT	Mayotte	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary
144	MEX	Mexico	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		14.4728				18.3743					17.0793					17.4569					16.9363	16.6577				16.2010				16.8033	16.9229	16.8772	16.9642	17.1406	17.9465	17.8017	17.8304	17.9158
145	FSM	Micronesia Fed. Sts.	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		21.2191				16.0686					14.8442
146	MDA	Moldova	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary																	14.7697				13.2698	12.6643				12.5390				12.5946	13.2494	13.5347	13.2212	13.2431	12.9796	12.7577	12.3994	12.1028	11.4319
147	MCO	Monaco	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		16.9792				11.0346					10.0853											7.05063				10.2545				8.09831		8.29888			8.69492				5.80925
148	MNG	Mongolia	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		20.4108				23.3209					23.2198										18.8215	18.2183				17.7592			17.5519	18.6453	19.9143	21.6847	21.8504	21.5172	22.7249	22.4060	20.3165	19.7536	18.5674
149	MNE	Montenegro	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary
150	MAR	Morocco	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		20.3597				21.1391					21.5632					18.7436					17.4750	14.6589				16.0200				16.7151	16.9727			18.0971	18.7261
151	MOZ	Mozambique	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		16.7388				20.2654					36.3854					32.3993					34.3949	32.3098				32.9797										32.1671	35.7458	36.8805	32.7955
152	MMR	Myanmar	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		32.1099				37.4436					30.7185					29.2247						12.8163								30.1209	31.8797	30.8172	31.1568	32.6108	33.0429	33.1351	33.7727	32.7813
153	NAM	Namibia	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary																													21.6132	23.7876	24.0504	24.5473	23.5302	25.2103	22.4400	25.1194	25.3382	24.6243	24.4769
154	NPL	Nepal	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary	20.8685					28.3318					31.2918					27.0625					31.0545	31.4148				32.3646				31.7070	30.2154	33.0924	29.0462	34.6875					40.9487
155	NLD	Netherlands	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		14.5125				15.0552					14.5140					14.5673					15.5402	15.6847											13.4692	13.0854	12.7365	13.1324	13.3075	13.3167
156	ANT	Netherlands Antilles	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary														14.7415																15.1532	13.0126	12.8414	12.7690	12.9280
157	NCL	New Caledonia	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary
158	NZL	New Zealand	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary	24.6519					21.5512					20.7958					18.7205					15.3635	14.8533				15.1650			17.4245	15.3898	15.5497	15.0343		14.1861	13.1780	14.7110	14.7095	14.6346
159	NIC	Nicaragua	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary	25.9641					34.7496					33.1066					24.6924					32.6536	35.0225				32.3996				30.9992	31.9994	33.3074	33.8895	32.4220	32.4227	33.7329	32.8226	31.1067	28.5943
160	NER	Niger	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		20.2283				21.0461					27.1938					25.2118					25.8517	27.6605				28.5880				24.3860	23.4036	23.5417	26.8987	28.6285	30.8601	27.3844	29.4864	27.2531	27.9076
161	NGA	Nigeria	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary	21.2317					25.1667					41.9083					36.1592					20.5724	22.0740			29.1707					29.4039	30.4339	31.6739	30.8426	38.6166	38.6135	38.2239	31.8507	28.4402
162	MNP	Northern Mariana Islands	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary
163	NOR	Norway	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		9.62497				9.80659					8.64432					7.74718					7.11350	7.08269				7.54051								8.70470	8.79374
164	OMN	Oman	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary						5.23913					9.05367					12.4827					15.2803	14.6224				17.2031				17.8068	17.9282	17.6464	17.5261	17.3728	16.8518	16.2144	15.5358	14.7987	14.3703
165	PAK	Pakistan	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		19.8067				19.3873					17.4241					18.1225					19.4660						19.7840								41.8565
166	PLW	Palau	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary																														12.8817	15.0873
167	PAN	Panama	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary	20.7363					23.5053					21.0461					19.0617					20.0844	19.8217				18.2965			16.0140	15.9968	16.2561	16.0791	16.0910	16.0908	15.7614	15.6310	15.7736	15.4742	15.3868
168	PNG	Papua New Guinea	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary	18.5285					20.3496					21.4259					21.1791					21.6644	21.9571
169	PRY	Paraguay	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary	9.39323																					13.8457										12.8672	11.8611	11.8361	11.8362
170	PER	Peru	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary	17.2914					23.8308										20.8235					19.6870	19.6819				19.0321			17.2261				18.9135	16.6744	16.5503	16.7312	15.9814	18.0081
171	PHL	Philippines	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		33.0785				29.7712					34.2032					32.1134					33.3457	33.0929				36.1287			33.6220	34.0682		36.3867	38.3308	37.0865	37.5394	37.8690	37.2709	35.1337
172	POL	Poland	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary																													21.0106			13.2037	12.1003	14.1146	14.3758	12.7071	12.7061
173	PRT	Portugal	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		16.6371				15.2185					16.1286					13.9564					11.4599	10.3861									9.79384	9.72101	8.89721	8.77611	7.74783	7.13761	7.06038	7.31822
174	PRI	Puerto Rico	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary
175	QAT	Qatar	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		12.6389				12.3984					9.74220					9.05829					8.59347	8.46659				9.75505			11.0717	10.1609	10.1115	10.2224	9.99022	10.1522	10.0734	11.5715	9.48177		9.69258
176	ROM	Romania	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary																					24.5370	18.0217				13.3272				12.5133	12.8386	13.1351	12.7937	13.4748	13.6651	12.9349	12.8368	12.7049
177	RUS	Russian Federation	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary												15.8061									13.7137	13.4958			11.9888									10.7755	10.2571	9.51931	8.99245	8.63292
178	RWA	Rwanda	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		13.6836				16.7866					16.3895					15.7716					13.7958	13.7205												26.7998	26.2646	23.7178		22.0208
179	WSM	Samoa	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary	22.0587					24.6414					23.9818						22.6667					18.1941				18.5189			19.8909	19.8975	21.1729	20.8506		20.7502	20.8273
180	SMR	San Marino	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		12.0133				12.2581					10.9643					7.20000
181	STP	Sao Tome and Principe	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		15.5981				12.2955					15.1915				19.7164						22.0427														21.7047	21.6917	21.7120
182	SAU	Saudi Arabia	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		17.6197				14.2767					12.7278					11.6817					11.9296	12.5453				13.0204										11.1350			11.0229
183	SEN	Senegal	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		25.9054				25.3150					21.0747					22.7606					22.5054	22.4460								25.2557	27.3476	25.0927	27.0365	25.5636	26.3671	26.3674
184	SRB	Serbia	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary																																						10.8129	10.2910
185	SYC	Seychelles	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary	19.6583					21.3446				17.8576																12.5612			14.4631	14.0072	14.4710	14.3124	13.9352	13.6794	12.5525	12.7674		13.2925
186	SLE	Sierra Leone	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		20.3920				29.3806					20.9393					20.5107					18.6619	17.1677										26.6382						23.9005
187	SGP	Singapore	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary																						17.8820																16.9589	16.3607
188	SVK	Slovak Republic	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary																										15.3129			12.6915	12.5485	12.2335	12.7218	12.6599	12.9220	13.0821	13.3133	13.0359	12.8132
189	SVN	Slovenia	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary																										15.3777				13.1128	12.9234	13.1431	13.0276	13.7322	11.4133	11.2100	10.6266	10.2273
190	SLB	Solomon Islands	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary	14.2857					15.3741					15.6809					18.4808						17.4808								12.6534	10.1174
191	SOM	Somalia	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		24.3268									16.1502
192	ZAF	South Africa	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary			21.9996				22.7064			23.2036												25.9618				28.6295			29.5153	29.2461	28.0597	27.4290	29.6899	29.8354	30.7514	32.9020	30.1309	29.0215
193	ESP	Spain	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		21.4883				20.3832					21.9008					20.2124					17.1829	16.6528				15.8660								11.1086	11.0072	11.0982	10.9525	10.8063
194	LKA	Sri Lanka	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary																					19.1093	19.9169				22.3425							19.5980	19.6867	19.5188
195	KNA	St. Kitts and Nevis	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary							17.2125				17.1685					17.8596					14.6552	14.7260				13.7267					10.4157	10.4548	10.0236	9.82734	9.27078	9.92191		10.1163	10.5420
196	LCA	St. Lucia	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		28.4078				30.9392					19.8669					15.8066					18.5321	18.8330				18.4167				17.7085	17.7731	17.3542	17.9479	17.3129	17.4558	17.1681	17.0142	16.6990	16.3575
197	VCT	St. Vincent and the Grenadines	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary						19.9102																24.8701			23.0537						23.8399	24.0889	23.5630	22.0229	18.0835	17.8793			19.4666
198	SDN	Sudan	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		16.5658				23.0938					20.9457					27.3007						21.7564										22.2213	24.1303	26.5613	22.5479	21.5090	21.8828	18.4879		2.22277
199	SUR	Suriname	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		17.1939				17.3107					15.3663					14.8532					13.3745	13.5218										15.3328	15.1390	15.1069		13.9011	14.0780	14.0039
200	SWZ	Swaziland	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary	16.7754					20.8089					17.4649					18.1499					18.5840	18.1449				18.7220			17.8074		17.2793	16.9134	16.3007	16.9384	18.0715	16.7706	19.3941	19.0567
201	SWE	Sweden	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		11.2338				9.72618					10.7850															9.72966				14.9892	14.3476	13.8857	13.3118	12.7264	9.45999	9.66166	9.49064	9.62452
202	CHE	Switzerland	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary						20.4197					15.8171
203	SYR	Syrian Arab Republic	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		22.0707				19.9264					18.5125					16.7714					16.2165	16.8946				14.9627				19.2078	17.6462	17.9696	18.1303						14.5334
204	TJK	Tajikistan	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary																										10.5856				16.4799	16.4067	16.9401	17.8643	17.3394	15.7049	16.4282	16.4590	16.5442	16.5503
205	TZA	Tanzania	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary	18.3508					19.2763					20.5147					17.6467					21.0410	18.4884				17.4425
206	THA	Thailand	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		15.5292				25.0437					18.6946					18.9980					16.2219	16.6595										24.0381	23.9967	23.9962			21.6943	21.0124	21.2243
207	TMP	Timor-Leste	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary																																28.3556	28.3597		27.6116	23.6779
208	TGO	Togo	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		25.0034				36.2659					39.7557					21.2505					28.0483	27.9486				31.6377				35.1703	31.5344			33.7644	34.0362	30.5053	38.8600	35.5065
209	TON	Tonga	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary	23.7360					20.9042						22.6621				18.1333					17.7272	16.9235		18.0305					9.74394	14.6223	14.6264	13.8364	14.3943
210	TTO	Trinidad and Tobago	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		24.3586														19.2272					20.1392	19.7955				20.6799				20.8094	20.6464	19.3199	18.9839	18.9263	19.4358	16.4654		13.9881	13.5238
211	TUN	Tunisia	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		27.7256				20.9790					20.2119					18.4073					17.3158	17.0773				17.8806				18.7525	18.9929	18.8292	20.0653		17.5787	17.2431	16.8768	15.9054
212	TUR	Turkey	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		27.5811				26.0664					23.2245					20.6225					23.2620	23.8903				23.3242
213	TKM	Turkmenistan	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary
214	UGA	Uganda	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary	22.6177					21.2632					22.5828					19.7465					17.2830	16.3565				17.8808					17.6655	17.8880		17.5873	18.4764	19.0351	18.7342	18.5977	18.8305
215	UKR	Ukraine	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary						11.3753					11.5049										10.8333	10.7787			11.7545					13.0239	13.3658	13.3637	13.3740	13.1307	12.3242	11.5767	11.1785	10.5748
216	ARE	United Arab Emirates	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary			12.5475			9.24015					9.65097					12.3898					12.5649	12.5956				12.7089				12.3618	12.8058	12.9873	12.6967	13.6214	13.4580	13.0754	12.3325	12.8767
217	GBR	United Kingdom	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		14.3991				14.5602					13.8280										11.1854	11.0913				14.7588			14.0836	14.6429	15.0217	14.8404	15.4486	15.3117	15.2849	14.8308	14.5405	14.0053
218	USA	United States	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary																										15.4257			15.1883	14.9240	14.6058	15.1627	14.8835	14.9155	14.9754	14.9441	14.6182	14.5639
219	URY	Uruguay	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary																													17.3154	14.9499	14.6252	14.0718		14.8156		14.6048	15.4087	13.7981
220	UZB	Uzbekistan	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary												14.9886					13.7649				10.8896	10.5642				9.75573				11.0940	11.5016	12.0334	12.2021	12.9175	12.9712	13.3087	13.0356	13.0626
221	VUT	Vanuatu	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary	11.0423					13.8073					13.1135										15.8426	15.7887							23.0398	23.0487	24.6950	15.1440	13.9445
222	VEN	Venezuela RB	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary		18.4983				17.6953				17.9475																									11.1796	10.8044			10.2255
223	VNM	Vietnam	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary							25.9042				22.5000						21.6795				17.9830	17.7023				24.5626				28.6531	27.9526	26.9007	26.2802	25.5857	24.5375	23.9168	22.7418	21.8222	20.6709
224	VIR	Virgin Islands (U.S.)	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary																						18.0142
225	WBG	West Bank and Gaza	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary																														24.2895	26.2642	26.2618	25.7555	26.1657	27.5946	26.6255	27.8637	25.1043
226	YEM	Yemen Rep.	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary																														21.6842	21.5414			24.5849
227	ZMB	Zambia	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary											20.8970					21.0127										25.5621			22.5777	16.5509	18.4225		18.7716			22.6873		22.6485	25.2093
228	ZWE	Zimbabwe	SE.SEC.ENRL.TC.ZS	Pupil-teacher ratio secondary	19.0248					17.7903					19.7636					27.8050					26.9306	28.1712				25.8975			27.3079	27.3087	24.7105	24.4571	25.9241	22.3245