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

 
    Secondary education pupils (% female) ( SE.SEC.ENRL.FE.ZS )

(3)Female pupils as a percentage of total pupils at secondary level includes enrollments in public and private schools.
(5)Source: United Nations Educational Scientific and Cultural Organization (UNESCO) Institute for Statistics.
(6)Aggregation method: Weighted average (8)Education (9)Participation (12)WDI

					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.FE.ZS	Secondary education pupils (% female)	43.2320										47.3595		47.4961			48.2784	48.3732
2	ECA	Europe & Central Asia	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)	48.6285								48.3826	48.2760	47.9863	47.9919	47.8561	47.8390	47.8602	47.9356	47.9011
3	EMU	Euro area	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)
4	HIC	High income	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)	49.0085								49.0785	48.9812	48.9548	48.7589	48.8423	48.8235	48.7728	48.5316	48.6102
5	HPC	Heavily indebted poor countries (HIPC)	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)
6	LAC	Latin America & Caribbean	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)	49.8655								51.0675	50.9820	50.9743	50.9707	51.2542	51.1847	51.2187	51.2987	51.2968
7	LDC	Least developed countries: UN classification	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)
8	LIC	Low income	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)	41.5644								44.8886	45.7354	45.5629	45.7846	45.7984	45.1567	45.6276	45.5214	45.6785
9	LMC	Lower middle income	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)	40.3266								44.5078	44.6145	44.8234	45.1179	45.7136	45.8162	45.9798	46.2001	46.4348
10	LMY	Low & middle income	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)	42.8248								46.0061	46.1333	46.2057	46.3946	46.7571	46.7280	46.8888	47.0127	47.1485
11	MIC	Middle income	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)	42.9614								46.1504	46.1855	46.2927	46.4787	46.8908	46.9493	47.0721	47.2388	47.3779
12	MNA	Middle East & North Africa	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)	41.8029								46.2569	46.4702	46.4980	46.5283	46.8252	46.9778	47.0774	47.1251	47.4393
13	NOC	High income: nonOECD	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)	47.7575								48.6428	48.6899	48.6257	48.5924	48.4878	48.4955	48.4679	48.2115	47.9463
14	OEC	High income: OECD	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)	49.0638								49.1082	49.0015	48.9784	48.7711	48.8691	48.8490	48.7960	48.5567	48.6634
15	SAS	South Asia	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)	35.4743								40.4415	40.9713	41.2698	42.0768	43.5927	43.2351	43.6183	43.7712	44.3497
16	SSA	Sub-Saharan Africa	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)	43.0746								45.1457	44.7009	44.5830	43.9643	43.9473	43.7607	43.9885	43.9197	43.6742
17	UMC	Upper middle income	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)	49.2517								50.1242	50.0592	49.9533	49.9657	50.1102	50.1670	50.2948	50.3358	50.3110
18	WLD	World	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)	44.3048								46.5963	46.6651	46.7076	46.8141	47.1196	47.0818	47.2036	47.2634	47.3859
19	AFG	Afghanistan	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)													24.4469	16.2778	23.3656	25.4025	26.0612
20	ALB	Albania	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									48.4303	48.7405	48.7481	47.1617	48.2899	47.9436
21	DZA	Algeria	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)												50.1056	50.5329	50.6761	50.7386
22	ASM	American Samoa	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)
23	ADO	Andorra	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)												50.2554	50.2192	49.9077	50.2810	49.9350	49.4370	49.2080
24	AGO	Angola	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								44.1757	43.3889	45.3437	44.1804	45.6868
25	ATG	Antigua and Barbuda	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)										50.2464							51.1355
26	ARG	Argentina	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								50.7629	50.4674	50.3862	50.0943	49.9856	50.9492	51.6985	51.9153	52.1110
27	ARM	Armenia	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)											51.0624	50.9793	50.1992	49.5661	49.6159	49.5660	49.6861	49.2314
28	ABW	Aruba	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									50.8849	50.5018	51.0579	51.4874	51.5796	50.5521	50.7448	50.3831	50.8850	51.3480
29	AUS	Australia	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								49.7319	48.7984	48.8902	48.3903	48.0098	48.1032	47.7559	47.5918	47.3567	47.6244
30	AUT	Austria	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									47.5949	47.7112	47.7110	47.5290	47.4591	47.3630	47.5255	47.7247	47.7673
31	AZE	Azerbaijan	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								49.3065	48.8660	48.8937	48.0411	48.0801	47.9296	47.9856	47.8702	47.6183	47.5642	47.8344
32	BHS	Bahamas The	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									49.4251	48.4776	48.3537	51.0264	50.2718	49.6225	49.7055	49.7998	50.3931
33	BHR	Bahrain	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									50.8520	50.6387	50.9555	50.7007	50.1965	49.8909	49.9672	49.6780		49.5406
34	BGD	Bangladesh	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								47.4352	48.7319	49.6797	50.9208	51.3384	51.3149	49.5789	50.5528	50.3846	50.3244
35	BRB	Barbados	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									50.6433	50.2570	49.4153	49.4251	49.7351	49.6526	49.3510	50.2086	49.9782	50.2532
36	BLR	Belarus	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								50.2414	50.1925	49.8466	49.8732	49.7212	49.5594	49.1045	49.1086	49.0742	49.1611
37	BEL	Belgium	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									50.6303	51.2323	51.4256	51.6420	51.2575	48.0320	48.0196	48.0544	48.0301
38	BLZ	Belize	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									51.2351	50.8715	50.8342	50.3359	50.6062	50.2882	49.6893	50.7113	51.0320	51.3593
39	BEN	Benin	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									31.3598	31.1664	31.8068	31.7952	31.5059	31.6576	35.4269
40	BMU	Bermuda	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)											51.1170	51.4786	52.4464	53.0710	52.4390	51.4608
41	BTN	Bhutan	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								43.5709	44.1535	44.7320	45.4715	45.4134			47.1479	47.7806		48.1669	4.94774
42	BOL	Bolivia	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								47.5927	47.5927	48.2382	48.3321	48.3335	48.4233			48.1041	48.3643
43	BIH	Bosnia and Herzegovina	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)																	49.5889
44	BWA	Botswana	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								51.8404	51.4422	51.0608	50.9819	51.1500	51.3944	50.9990	50.9015	51.1110
45	BRA	Brazil	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									51.8103	51.6364	51.5959	51.5579	51.7474	51.5375	51.6227		51.7353
46	BRN	Brunei Darussalam	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								50.9384	50.7523	49.9077	49.5999	49.2376	49.2879	49.0336	48.8246	48.8788	48.8251	48.6268
47	BGR	Bulgaria	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									48.2154	48.1429	48.1699	48.1379	48.0940	47.7212	47.6539	47.7024	47.6685
48	BFA	Burkina Faso	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									37.5382	38.9517	39.1549	39.1517	39.9293	40.3267	40.7333	41.2708	41.5579	41.8479	4.19033
49	BDI	Burundi	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)													43.5459	43.0362	42.5422	42.5511	41.9100	41.4417
50	KHM	Cambodia	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								34.8423	34.3514	34.8970	35.6436	36.9727	38.3824	40.2210		43.2607	44.1582
51	CMR	Cameroon	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									45.0000		44.0627		45.2947	43.8255	43.8387	43.9470		44.1497
52	CAN	Canada	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								48.5057		48.6033		48.5975		48.0124	48.0925	48.1692
53	CPV	Cape Verde	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)											50.9248	50.9437	51.9688	52.1792
54	CYM	Cayman Islands	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									48.3961	49.2314	48.4382	50.4485		50.8330	47.7691	49.0169	49.4684	51.9387
55	CAF	Central African Republic	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)
56	TCD	Chad	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									20.6875	22.1011	23.2923	24.8557	24.2518	24.7560	25.5347	26.2099	30.7552
57	CHI	Channel Islands	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)
58	CHL	Chile	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								50.1963	50.1303	49.7237		49.5951	49.4769	49.4997	49.4620	49.6415	49.7670
59	CHN	China	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)											46.7556		46.8452			47.6676	47.6954
60	COL	Colombia	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								51.8457	51.7201	51.5221	51.5785	51.5843	51.5620	51.6498	51.5652	51.7468	51.6871	51.4372
61	COM	Comoros	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									44.3311	44.5025		45.2796	44.9232	42.5313	42.5108
62	ZAR	Congo Dem. Rep.	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									34.2900			36.6723					34.6234	35.5444
63	COG	Congo Rep.	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)										40.9995		42.3352	40.4898	46.0280
64	CRI	Costa Rica	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								50.8156	50.9640	50.8088	50.5003	50.4642	50.4664	50.0361	50.0268	50.0718	49.8045	49.9862
65	CIV	Cote d'Ivoire	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									34.9178	35.0829	35.4999	35.6270
66	HRV	Croatia	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									49.3357	49.4100	49.3845	49.3906	49.3269		49.7065	49.7135	49.7175
67	CUB	Cuba	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								50.5460	50.3341	49.9161	50.0102	48.5452	48.3068	49.1229	49.0878	49.1303	48.7392	48.5751
68	CYP	Cyprus	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									49.4861	49.7859	49.1142	49.0019	48.9268	49.2113	49.1935	49.1872	49.2791
69	CZE	Czech Republic	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									49.8680	49.2744	49.5815	49.5056	49.4627	49.1480	49.1918	49.1238	49.0518
70	DNK	Denmark	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									50.3235	50.0637	50.1075	50.0482	50.0733	49.8317	49.4802	49.3802	49.3909
71	DJI	Djibouti	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									41.5641	39.2929	38.0583	37.9168	39.3216	40.4083	39.5097	39.8051	40.3208	40.6983
72	DMA	Dominica	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									56.5675	52.8335	52.1728	52.1467	51.6701	50.4213	50.0134	49.6722	49.9933	49.0491
73	DOM	Dominican Republic	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									55.0160	54.7537	54.3304	54.3356	54.3572	54.2820	53.9478	54.0704	54.0708	53.6989
74	ECU	Ecuador	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								50.2869	49.9099	49.6501	49.7311	49.3879	49.6303	49.2543	49.4445	49.5490	49.4689
75	EGY	Egypt Arab Rep.	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									46.7452	47.0528	47.2658	47.0845	47.2969	47.3881
76	SLV	El Salvador	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								49.1444	48.7911	49.1818	49.5120	49.5574	49.8724	49.8839	49.9910	50.3188	50.3131	50.0754
77	GNQ	Equatorial Guinea	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									26.9894	37.5744		36.4143
78	ERI	Eritrea	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									40.8890	41.1408	41.5546	39.3333	39.2459	36.1496	37.2041	37.5888	41.3777	41.4975
79	EST	Estonia	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									50.0798	49.8828	49.5302	49.4066	49.7229	49.3665	49.1337	49.3341	49.2812
80	ETH	Ethiopia	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									40.2549	39.9958	39.7471	38.3192	36.3959	36.3298	37.2665	38.4790	39.9625	41.8627
81	FRO	Faeroe Islands	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)
82	FJI	Fiji	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								50.3272	51.1649	50.7287	50.2701	50.4422	50.2631	50.1309	50.1342	50.7297	51.1342	50.1608
83	FIN	Finland	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								51.2138	51.0178	51.0982	51.4014	51.5646	51.4309	50.0446	50.0151	49.9715	50.0859
84	FRA	France	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									48.8712	48.9284	49.0085	49.0209	49.1166	49.0003	48.9559	48.8919	48.8961
85	PYF	French Polynesia	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)
86	GAB	Gabon	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									46.3319	46.3326
87	GMB	Gambia The	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									39.5245	40.0243	41.0156	41.4007	42.9004	44.9517	45.0554		47.0404	48.4193
88	GEO	Georgia	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									48.8095	48.8070	48.9986	48.7647	48.7198	49.0774	48.7602	49.7524	48.6591	48.6637
89	DEU	Germany	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									48.2410	48.3532	48.3654	48.3468	48.2547	48.2450	48.1928	48.0000	48.1634
90	GHA	Ghana	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									43.6366	43.9952	44.6935	44.8902	45.0445	44.5126	45.0219	44.8994	45.7071	45.9256
91	GRC	Greece	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								48.9723	48.9338	49.3811	49.1140		48.5264	48.2710	47.7197	47.7049	47.1062
92	GRL	Greenland	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)
93	GRD	Grenada	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)												52.8721	48.9435	51.4422	50.0548		49.0429	47.3334
94	GUM	Guam	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)
95	GTM	Guatemala	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								47.0019	45.4862	46.8525	47.1314	47.0409	47.2245	47.3844	47.5655	47.8141	47.9845	48.2529
96	GIN	Guinea	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									25.9880	26.4794	27.9261	28.8209	30.8429	30.7277	32.9046	33.9881	35.3177	36.1909
97	GNB	Guinea-Bissau	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)										35.4406
98	GUY	Guyana	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									49.8639	49.9806	50.3068	50.2505		50.7850	49.9866	50.1482	48.7666	50.2765
99	HTI	Haiti	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)
100	HND	Honduras	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)																	54.9767	55.2722
101	HKG	Hong Kong SAR China	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)											48.4633	48.5149	48.7985	48.8972	48.9357	48.8245	48.7687	48.7177
102	HUN	Hungary	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								49.4345	49.2804	49.1106	49.1043	49.1149	48.9795	48.7196	48.6987	48.6903	48.7434
103	ISL	Iceland	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								49.4838	50.3879	50.6800	50.3977	50.2986	50.4496	49.5443	49.3023	49.4631	50.1743
104	IND	India	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								38.2476	39.3304	39.5788	39.7875	40.6543	42.5602	42.5619	42.9045	43.1733	43.9726
105	IDN	Indonesia	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)										48.0713	48.7841	48.9827	48.9707	49.0707	48.9625	49.3372	49.3509
106	IRN	Iran Islamic Rep.	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									46.9692	47.2510	47.3393	47.5204	47.4419	47.9922	48.0622	48.2368	49.1267	48.2315
107	IRQ	Iraq	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									37.5904	37.0211	36.6396	36.6473	40.4623	38.9125	38.9293
108	IRL	Ireland	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								50.1922	50.2145	50.6396	50.7734	50.9548	50.8742	50.6663	50.9714	50.6382	50.5634
109	IMY	Isle of Man	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)
110	ISR	Israel	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									48.5206	48.7555	48.6013	48.4788	48.3201	48.7589	48.6641	48.6344	48.8262
111	ITA	Italy	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									48.6120		48.1362	47.8211	48.4596	48.4880	48.4361	48.3895	48.3423
112	JAM	Jamaica	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									50.2554	50.5600	50.5347	50.4030	50.0921	49.8735	50.0613		50.3527
113	JPN	Japan	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								49.1354	49.1174	49.0880	49.0464	48.9964	48.9252	48.8720	48.8304	48.8220	48.8313
114	JOR	Jordan	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									49.4308	49.5456		49.3798	49.3499	49.1551	49.2413	49.4566	49.5306
115	KAZ	Kazakhstan	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								50.5095	49.2051	49.5777	48.6387	48.6855	49.2304	48.6018	48.5295	48.4352	48.5746	48.4424	4.82153
116	KEN	Kenya	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								48.7023	48.6716	48.5355		48.6683	50.3953	48.2374	48.7075	48.0893	46.4532	47.6042
117	KIR	Kiribati	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									53.3010	61.1445	56.7448	52.4966	52.9107	52.8365	51.6812
118	PRK	Korea Dem. Rep.	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)
119	KOR	Korea Rep.	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								48.1545	47.9230	47.8487	47.7218	47.4789	47.3549	47.2008	47.1215	46.9240	46.8442
120	KSV	Kosovo	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)
121	KWT	Kuwait	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									49.1298	49.5210	49.9723	49.7626	49.6822	49.9480	49.7475	49.7517	48.9085
122	KGZ	Kyrgyz Republic	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									50.1023	50.2400	49.5009	49.5542	49.6664	49.6092	49.4991	49.5257	49.4700	49.3740
123	LAO	Lao PDR	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									40.2964	40.5430	40.9853	41.4119	41.8545	42.2255	42.4688	43.0452	43.3573	43.8654
124	LVA	Latvia	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									49.9466	49.6514	49.3156	49.0576	48.8152	48.8047	48.9937	49.0922	49.6146
125	LBN	Lebanon	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)																51.6193	52.0366	51.8208
126	LSO	Lesotho	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								59.7647	57.4341	56.7626	55.9710	56.1271	55.9809	55.7353	55.8247	55.9715	56.8352
127	LBR	Liberia	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									38.9496	41.6570						41.9189		42.8831
128	LBY	Libya	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)												50.5145	50.4912		53.2569	52.9000
129	LIE	Liechtenstein	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)													44.9770	45.2185	45.6397	45.5486	45.9135
130	LTU	Lithuania	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									49.2374	48.9120	48.8135	48.6065	48.5173	48.7968	48.7940	48.8796	48.8742
131	LUX	Luxembourg	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									49.8601	50.1940	50.3928	50.3819	50.2362	50.2386	50.4062	50.0122	49.8495
132	MAC	Macao SAR China	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									51.3544	50.4764	50.2144	50.1607	50.2285	49.6227	49.4274	49.3221	49.2204	49.2355
133	MKD	Macedonia FYR	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									48.0290	47.8444	47.8969	47.9852	48.0752	48.0247	48.0194		47.8370
134	MDG	Madagascar	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)															48.9508	48.7373	48.8036	48.5953
135	MWI	Malawi	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								41.4766	41.2265	42.8145	43.5976	43.6033	44.2602	44.5729	44.7131	45.4829	45.2271	45.6060
136	MYS	Malaysia	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								51.2227	51.0045	51.1643	51.0643	51.2513	51.9420	51.8526	51.2597
137	MDV	Maldives	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								50.6392	51.1276	51.2544	50.9774	52.5764	51.5868	51.9288		50.2803
138	MLI	Mali	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									34.1828	35.1918			34.6375	36.6548	37.4782	37.4562	39.0695	38.6403
139	MLT	Malta	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)										48.6877	47.9431	48.3661	48.4290	46.8399	48.5849		49.0170
140	MHL	Marshall Islands	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									50.4616			49.5357	49.5356	49.7947	49.8221		49.1339
141	MRT	Mauritania	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									42.0340	41.6608	42.8527	43.1233	44.4335	45.3073	45.8975	44.9609	45.5801	45.5419
142	MUS	Mauritius	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								49.6311	48.9238	48.5166	48.7612	49.4005	49.2067	48.9809	49.1168	49.4543	49.4740	49.5990
143	MYT	Mayotte	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)
144	MEX	Mexico	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									49.9483	50.2232	50.5112	50.8945	51.4549	51.1849	51.1830	51.2801	51.3124
145	FSM	Micronesia Fed. Sts.	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)														48.7783	49.3179
146	MDA	Moldova	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									49.5200	49.8439	49.8600	49.8787	50.0326	50.2535	50.0927	50.0604	49.8757	49.9416
147	MCO	Monaco	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									50.9192	50.9048	48.3676							47.9934	4.82599
148	MNG	Mongolia	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								56.7859	55.4517	54.7421	54.3860	53.9106	53.0811	52.5113	52.3781	52.1358	51.7815	51.5820
149	MNE	Montenegro	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)
150	MAR	Morocco	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									43.3593	43.6704	43.8265	44.0403	44.5170	44.8270	45.0847		45.5184
151	MOZ	Mozambique	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									38.5217	38.4080	38.7968	39.6032		41.0959	40.8468	41.7992	42.2077	42.8401
152	MMR	Myanmar	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									49.5599	51.1928	48.4166	48.0903	48.1451	47.9658	49.1287	49.3306	49.9275
153	NAM	Namibia	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								53.4467	52.7051	52.8423	53.0958	52.6992	52.8608	52.9742	53.1032	53.3802	53.8555	53.7862
154	NPL	Nepal	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									39.6113	40.0624	40.2148	40.9783	41.8697		44.7104	45.4649	46.2189	46.7311
155	NLD	Netherlands	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									47.7756	47.8755	48.1272	48.2305	48.5504	48.4982	48.3819	48.3915	48.3579
156	ANT	Netherlands Antilles	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									53.6562	52.3998	52.5730	52.2096	52.1352
157	NCL	New Caledonia	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)
158	NZL	New Zealand	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								50.2852	50.1434	50.3249		51.5812	51.3429	50.3010	50.2161	49.8291	49.3015
159	NIC	Nicaragua	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									53.7383	53.4240	53.4866	53.3000	52.6651	52.6651	52.6597	52.5775	52.4454	52.5537
160	NER	Niger	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									37.9690	38.6949	38.8742	38.4601	38.9172	38.5278	39.0804	38.7793	37.9086	37.5943
161	NGA	Nigeria	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									46.4957	44.6190	44.3846	42.2279	42.8612	43.3777	44.3545	44.1537	42.9787
162	MNP	Northern Mariana Islands	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)
163	NOR	Norway	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								48.9046	49.3640	49.3708	49.2954	49.2886	49.2744	49.4623	48.9393	48.5352	48.3383
164	OMN	Oman	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									49.1436	49.0968	48.9175	48.6230	48.0970	47.9008	47.6776	47.7665	47.7859	48.0329
165	PAK	Pakistan	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)													42.5893	42.3000	42.3000	42.3496	41.7992	41.7751
166	PLW	Palau	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									48.6909	47.9222	48.2086		52.2110	50.3740			49.5507
167	PAN	Panama	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								50.6550	50.7786	50.5469	50.7515	50.6683	50.6684	50.7948	50.7630	51.0358	50.8190	50.9499
168	PNG	Papua New Guinea	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)
169	PRY	Paraguay	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								50.4528	50.1832	50.0645	49.7838	49.6959	49.5677	49.6927	49.8611	50.0808
170	PER	Peru	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								47.8881	47.7373	47.5109	47.5321	47.5045	49.3883	49.6200	49.6359	49.8481	50.0137
171	PHL	Philippines	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								51.3094	51.2776		51.3276	51.4491	51.4804	51.5622	51.7256	51.6485	51.3860
172	POL	Poland	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								48.8223	48.6710	48.4445	48.2732	48.1028	47.8327	49.1170	48.6317	48.4341	48.4966
173	PRT	Portugal	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									50.9167	50.5523	50.2939		51.0398	51.3666	51.2303	51.0161	50.6529
174	PRI	Puerto Rico	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)
175	QAT	Qatar	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								49.4439	50.4786	49.1089	50.0927	49.7125	49.4507	48.8555	49.3905	49.1673	49.5198	48.8727
176	ROM	Romania	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									49.3437	49.3730	49.3433	49.3922	49.3899	49.2816	49.2323	49.0310	48.7104
177	RUS	Russian Federation	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)													48.9171	48.7940	48.6508	48.4878	48.3751
178	RWA	Rwanda	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									50.7930	49.1082	49.6020		47.4854	47.6593	47.8044		47.6339	47.8465
179	WSM	Samoa	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								50.0139	49.5080	50.3667	50.4124	50.2594	50.6851	50.5597	50.6559
180	SMR	San Marino	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)										49.2915								48.7180
181	STP	Sao Tome and Principe	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)													53.4725	50.4917	51.1309	51.1668	51.2171	51.1388	5.21721
182	SAU	Saudi Arabia	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)															48.0026			46.4058
183	SEN	Senegal	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									38.8943	39.2451	39.5182	39.9242	40.6196	41.6212	42.4566	42.8190	43.0304	44.3366
184	SRB	Serbia	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									49.1673	49.3994	49.3177	49.5449	49.6548	49.5103	49.5149	49.6344	49.4415	49.4026
185	SYC	Seychelles	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								48.9722	50.1412	50.5554	50.7453	49.9402	50.2450	50.7021	48.1915		50.1279
186	SLE	Sierra Leone	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)											41.5969						40.9723
187	SGP	Singapore	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)																	48.1939	48.1743
188	SVK	Slovak Republic	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								49.4674	49.5054	49.4072	49.2662	49.1875	49.1290	49.2637	49.2002	49.1819	49.0842
189	SVN	Slovenia	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									49.4599	49.6337	49.3221	48.9040	48.6491	48.7592	48.6914	48.6939	48.5027
190	SLB	Solomon Islands	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									41.0533	42.1158	42.9915	42.8802	42.8421	43.5122	43.4962	43.4618	43.5168
191	SOM	Somalia	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)
192	ZAF	South Africa	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								53.0544	52.8833	52.4080	52.1870	51.6882	51.4801	51.5313	51.3583	51.2523	50.9956
193	ESP	Spain	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									50.3329	50.1931	50.0397	50.2213	50.0141	50.1646	50.1167	50.0991	50.1603
194	LKA	Sri Lanka	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)												50.6726	50.6130	49.4485
195	KNA	St. Kitts and Nevis	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)										51.1057	48.2320	50.9198	52.6110	51.9600	50.6982		49.5798	50.8189
196	LCA	St. Lucia	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									56.4784	57.2386	56.4767	56.9332	53.1325	52.5794	54.2507	53.8777	52.4561	50.8618
197	VCT	St. Vincent and the Grenadines	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)										56.8757	53.6183	52.3891	51.9950	51.5484	55.2045			52.2893
198	SDN	Sudan	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)											48.2344	47.7621	47.0881	47.1295	47.5388	48.1113	47.2462	46.9020	4.59880
199	SUR	Suriname	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)											53.0902	57.2267	56.3195		55.7707	56.3018	56.5513	55.5325
200	SWZ	Swaziland	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								50.3041	50.0804	50.2050	50.0495	50.4499	50.1867	49.0649	49.9381	50.0641	47.0794
201	SWE	Sweden	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									54.9769	54.5983	54.4286	53.4850	52.8666	49.4624	48.5627	48.5492	48.5268
202	CHE	Switzerland	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									46.7968	46.9613	47.2145	47.2206	47.2518	47.1676	47.2977	47.3071	47.4852
203	SYR	Syrian Arab Republic	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									46.8441	46.8870	46.4214	46.5665	47.1166	47.2333	47.3553	47.6666	48.2000	48.4661
204	TJK	Tajikistan	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									45.6305	45.6162	44.8090	44.5465	44.7952	45.0584	44.8419	44.7290	45.0272	45.8522
205	TZA	Tanzania	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								45.1066	44.8231
206	THA	Thailand	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)											48.5468	49.2458	49.2367	50.9071	50.5005	50.7955	51.0897	50.9844
207	TMP	Timor-Leste	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)														48.1090	48.7089
208	TGO	Togo	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									28.6198	30.8968	31.4347	32.3109	33.0027	34.0163	34.6894	35.3122	34.5935
209	TON	Tonga	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								50.7503	50.0204	49.4079	49.2461	49.7906		49.1804		48.3785
210	TTO	Trinidad and Tobago	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									51.5670	51.7217	51.2573	51.8331	51.4284	51.0709	50.4038		50.9534	51.0753
211	TUN	Tunisia	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									49.2600	50.2559	50.1878	49.8602	50.8263		51.0543	50.9919
212	TUR	Turkey	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)											42.0439	42.4815	42.0381	42.0335	44.1907	44.4880	44.3758
213	TKM	Turkmenistan	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)
214	UGA	Uganda	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								39.1818	39.7116	43.3803	43.3461	44.5112	44.6160	44.4273	44.4563	44.9622	44.9749	45.7455
215	UKR	Ukraine	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									49.7500	49.0732	48.5870	48.9186	48.7208	48.4638	46.7912	48.3881	48.6801	48.3239
216	ARE	United Arab Emirates	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									50.1141	49.9995	49.5893	49.8598	49.3684	49.0594	48.9076	48.9591	48.7503
217	GBR	United Kingdom	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								49.1867	49.1625	49.1773	49.0701	49.1470	49.5645	49.3690	49.3480	49.3264	49.2038
218	USA	United States	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								49.7125		48.9974	49.0345	48.4570	48.7227	49.1844	49.1519	48.5721	48.9054
219	URY	Uruguay	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									52.9552	52.2089	52.2100	51.9554	52.4922	52.5829	52.5797	52.7714	48.7590
220	UZB	Uzbekistan	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									49.0542	48.6472	48.5828	48.5323	48.3298	48.1416	48.3779	48.4821	48.7306
221	VUT	Vanuatu	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								45.1416	45.1552	51.7519	46.1679	46.9829	44.0391	44.6990
222	VEN	Venezuela RB	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									54.1270	53.5693	53.0430	52.7714	52.5294	52.2813	52.0566	51.9407	51.7592	51.4277
223	VNM	Vietnam	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									46.7695	47.0220	47.1063	47.3754	47.4239	48.0487	48.5702	48.8218	49.5128	50.1853
224	VIR	Virgin Islands (U.S.)	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)
225	WBG	West Bank and Gaza	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									49.5577	50.1165	50.5715	50.2860	50.1816	50.0508	50.1071	50.3478	50.4776
226	YEM	Yemen Rep.	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)									26.0402	28.2618	28.2860		30.1280	31.2185	32.0706
227	ZMB	Zambia	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								43.2524	43.3995	44.5152	43.4499	45.1949		44.1038	44.6173		46.8892	45.3566
228	ZWE	Zimbabwe	SE.SEC.ENRL.FE.ZS	Secondary education pupils (% female)								46.9355	46.9305	46.8147	47.0142	46.9286	47.5201			48.0689