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Macroeconomic Analysis
Home
Country Overview
Macroeconomic Data
Leading Economic Indicators
Kenya Economic Development Indicators
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July
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2023
2021
Macroeconomic Indicators July 2023
Indicator
June 2023
July 2023
The Consumer Price Index (CPI)
134.01
134.15
Overall rate of inflation
7.88%
7.28%
Average yield rate for the 91-day Treasury bills
13.5%
The Nairobi Securities Exchange (NSE) 20 share index
1,531 points
Total number of shares traded at NSE
4.9 million
Broad money supply (M3)
Ksh 5,037.4 billion
Gross Foreign Exchange Reserves
USD 7,477 million
Macroeconomic Indicators July 2023
Leading Economic Indicators
Kenya Economic Development Indicators
Select Country
Kenya
Select Indicator
GDP per capita growth (annual %)
Agricultural machinery, tractors
Fertilizer consumption (% of fertilizer production)
Fertilizer consumption (kilograms per hectare of arable land)
Agricultural land (sq. km)
Agricultural land (% of land area)
Arable land (hectares)
Arable land (hectares per person)
Arable land (% of land area)
Land under cereal production (hectares)
Permanent cropland (% of land area)
Land area where elevation is below 5 meters (% of total land area)
Forest area (sq. km)
Forest area (% of land area)
Agricultural irrigated land (% of total agricultural land)
Average precipitation in depth (mm per year)
Land area (sq. km)
Agricultural machinery, tractors per 100 sq. km of arable land
Cereal production (metric tons)
Crop production index (2004-2006 = 100)
Food production index (2004-2006 = 100)
Livestock production index (2004-2006 = 100)
Surface area (sq. km)
Cereal yield (kg per hectare)
Trade in services (% of GDP)
Communications, computer, etc. (% of service imports, BoP)
Primary income payments (BoP, current US$)
Imports of goods and services (BoP, current US$)
Insurance and financial services (% of service imports, BoP)
Goods imports (BoP, current US$)
Service imports (BoP, current US$)
Charges for the use of intellectual property, payments (BoP, current US$)
Imports of goods, services and primary income (BoP, current US$)
Transport services (% of service imports, BoP)
Travel services (% of service imports, BoP)
Foreign direct investment, net outflows (% of GDP)
Secondary income, other sectors, payments (BoP, current US$)
Personal remittances, paid (current US$)
Current account balance (BoP, current US$)
Current account balance (% of GDP)
Net financial account (BoP, current US$)
Net primary income (BoP, current US$)
Net trade in goods and services (BoP, current US$)
Net trade in goods (BoP, current US$)
Net errors and omissions (BoP, current US$)
Foreign direct investment, net (BoP, current US$)
Portfolio Investment, net (BoP, current US$)
Reserves and related items (BoP, current US$)
Net secondary income (BoP, current US$)
Net capital account (BoP, current US$)
Grants, excluding technical cooperation (BoP, current US$)
Technical cooperation grants (BoP, current US$)
ICT service exports (BoP, current US$)
ICT service exports (% of service exports, BoP)
Communications, computer, etc. (% of service exports, BoP)
Primary income receipts (BoP, current US$)
Exports of goods and services (BoP, current US$)
Insurance and financial services (% of service exports, BoP)
Goods exports (BoP, current US$)
Service exports (BoP, current US$)
Charges for the use of intellectual property, receipts (BoP, current US$)
Exports of goods, services and primary income (BoP, current US$)
Transport services (% of service exports, BoP)
Travel services (% of service exports, BoP)
Foreign direct investment, net inflows (BoP, current US$)
Foreign direct investment, net inflows (% of GDP)
Primary income on FDI, payments (current US$)
Portfolio equity, net inflows (BoP, current US$)
Secondary income receipts (BoP, current US$)
Personal transfers, receipts (BoP, current US$)
Personal remittances, received (current US$)
Personal remittances, received (% of GDP)
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 (%)
Net bilateral aid flows from DAC donors, Australia (current US$)
Net bilateral aid flows from DAC donors, Austria (current US$)
Net bilateral aid flows from DAC donors, Belgium (current US$)
Net bilateral aid flows from DAC donors, Canada (current US$)
Net bilateral aid flows from DAC donors, European Union institutions (current US$)
Net bilateral aid flows from DAC donors, Switzerland (current US$)
Net bilateral aid flows from DAC donors, Czech Republic (current US$)
Net bilateral aid flows from DAC donors, Germany (current US$)
Net bilateral aid flows from DAC donors, Denmark (current US$)
Net bilateral aid flows from DAC donors, Spain (current US$)
Net bilateral aid flows from DAC donors, Finland (current US$)
Net bilateral aid flows from DAC donors, France (current US$)
Net bilateral aid flows from DAC donors, United Kingdom (current US$)
Net bilateral aid flows from DAC donors, Greece (current US$)
Net bilateral aid flows from DAC donors, Ireland (current US$)
Net bilateral aid flows from DAC donors, Iceland (current US$)
Net bilateral aid flows from DAC donors, Italy (current US$)
Net bilateral aid flows from DAC donors, Japan (current US$)
Net bilateral aid flows from DAC donors, Luxembourg (current US$)
Net bilateral aid flows from DAC donors, Netherlands (current US$)
Net bilateral aid flows from DAC donors, Norway (current US$)
Net bilateral aid flows from DAC donors, New Zealand (current US$)
Net bilateral aid flows from DAC donors, Poland (current US$)
Net bilateral aid flows from DAC donors, Portugal (current US$)
Net bilateral aid flows from DAC donors, Slovak Republic (current US$)
Net bilateral aid flows from DAC donors, Slovenia (current US$)
Net bilateral aid flows from DAC donors, Sweden (current US$)
Net bilateral aid flows from DAC donors, Total (current US$)
Net bilateral aid flows from DAC donors, United States (current US$)
PPG, bilateral (AMT, current US$)
PPG, bilateral concessional (AMT, current US$)
IMF repurchases (AMT, current US$)
Principal repayments on external debt, long-term + IMF (AMT, current US$)
Principal repayments on external debt, long-term (AMT, current US$)
Principal repayments on external debt, private nonguaranteed (PNG) (AMT, current US$)
Principal repayments on external debt, public and publicly guaranteed (PPG) (AMT, current US$)
PPG, IBRD (AMT, current US$)
PPG, IDA (AMT, current US$)
PPG, multilateral (AMT, current US$)
PPG, multilateral concessional (AMT, current US$)
PPG, official creditors (AMT, current US$)
PPG, bonds (AMT, current US$)
PPG, commercial banks (AMT, current US$)
PNG, bonds (AMT, current US$)
PNG, commercial banks and other creditors (AMT, current US$)
PPG, other private creditors (AMT, current US$)
PPG, private creditors (AMT, current US$)
Principal arrears, public and publicly guaranteed (current US$)
Principal arrears, official creditors (current US$)
Principal arrears, private creditors (current US$)
Principal forgiven (current US$)
Principal rescheduled (current US$)
Principal rescheduled, official (current US$)
Principal rescheduled, private (current US$)
Commitments, public and publicly guaranteed (COM, current US$)
Commitments, IBRD (COM, current US$)
Commitments, IDA (COM, current US$)
Commitments, official creditors (COM, current US$)
Commitments, private creditors (COM, current US$)
Currency composition of PPG debt, Deutsche mark (%)
Currency composition of PPG debt, Euro (%)
Currency composition of PPG debt, French franc (%)
Currency composition of PPG debt, Japanese yen (%)
Currency composition of PPG debt, Multiple currencies (%)
Currency composition of PPG debt, all other currencies (%)
Currency composition of PPG debt, SDR (%)
Currency composition of PPG debt, Swiss franc (%)
Currency composition of PPG debt, Pound sterling (%)
Currency composition of PPG debt, U.S. dollars (%)
Debt forgiveness or reduction (current US$)
PPG, bilateral (DIS, current US$)
PPG, bilateral concessional (DIS, current US$)
IMF purchases (DIS, current US$)
Disbursements on external debt, long-term + IMF (DIS, current US$)
Disbursements on external debt, long-term (DIS, current US$)
Disbursements on external debt, private nonguaranteed (PNG) (DIS, current US$)
Disbursements on external debt, public and publicly guaranteed (PPG) (DIS, current US$)
IDA grants (current US$)
PPG, IBRD (DIS, current US$)
PPG, IDA (DIS, current US$)
PPG, multilateral (DIS, current US$)
PPG, multilateral concessional (DIS, current US$)
PPG, official creditors (DIS, current US$)
PPG, bonds (DIS, current US$)
PPG, commercial banks (DIS, current US$)
PNG, bonds (DIS, current US$)
PNG, commercial banks and other creditors (DIS, current US$)
PPG, other private creditors (DIS, current US$)
PPG, private creditors (DIS, current US$)
External debt stocks, concessional (DOD, current US$)
Concessional debt (% of total external debt)
PPG, bilateral (DOD, current US$)
PPG, bilateral concessional (DOD, current US$)
External debt stocks, total (DOD, current US$)
Total change in external debt stocks (current US$)
External debt stocks (% of exports of goods, services and primary income)
External debt stocks (% of GNI)
Use of IMF credit (DOD, current US$)
External debt stocks, long-term (DOD, current US$)
External debt stocks, private nonguaranteed (PNG) (DOD, current US$)
External debt stocks, public and publicly guaranteed (PPG) (DOD, current US$)
External debt stocks, short-term (DOD, current US$)
Short-term debt (% of total reserves)
Short-term debt (% of exports of goods, services and primary income)
Short-term debt (% of total external debt)
Debt forgiveness grants (current US$)
PPG, IBRD (DOD, current US$)
PPG, IDA (DOD, current US$)
PPG, multilateral (DOD, current US$)
Multilateral debt (% of total external debt)
PPG, multilateral concessional (DOD, current US$)
IBRD loans and IDA credits (DOD, current US$)
PPG, official creditors (DOD, current US$)
PPG, bonds (DOD, current US$)
PPG, commercial banks (DOD, current US$)
PNG, bonds (DOD, current US$)
PNG, commercial banks and other creditors (DOD, current US$)
PPG, other private creditors (DOD, current US$)
External debt stocks, long-term private sector (DOD, current US$)
PPG, private creditors (DOD, current US$)
External debt stocks, long-term public sector (DOD, current US$)
Present value of external debt (current US$)
Present value of external debt (% of exports of goods, services and primary income)
Present value of external debt (% of GNI)
Residual, debt stock-flow reconciliation (current US$)
External debt stocks, variable rate (DOD, current US$)
Debt buyback (current US$)
Debt stock reduction (current US$)
Debt stock rescheduled (current US$)
Average grace period on new external debt commitments (years)
Average grace period on new external debt commitments, official (years)
Average grace period on new external debt commitments, private (years)
Average grant element on new external debt commitments (%)
Average grant element on new external debt commitments, official (%)
Average grant element on new external debt commitments, private (%)
Average interest on new external debt commitments (%)
Average interest on new external debt commitments, official (%)
Average interest on new external debt commitments, private (%)
PPG, bilateral (INT, current US$)
PPG, bilateral concessional (INT, current US$)
Interest payments on external debt, total (INT, current US$)
Interest payments on external debt (% of exports of goods, services and primary income)
Interest payments on external debt (% of GNI)
IMF charges (INT, current US$)
Interest payments on external debt, long-term (INT, current US$)
Interest payments on external debt, private nonguaranteed (PNG) (INT, current US$)
Interest payments on external debt, public and publicly guaranteed (PPG) (INT, current US$)
Interest payments on external debt, short-term (INT, current US$)
PPG, IBRD (INT, current US$)
PPG, IDA (INT, current US$)
PPG, multilateral (INT, current US$)
PPG, multilateral concessional (INT, current US$)
PPG, official creditors (INT, current US$)
PPG, bonds (INT, current US$)
PPG, commercial banks (INT, current US$)
PNG, bonds (INT, current US$)
PNG, commercial banks and other creditors (INT, current US$)
PPG, other private creditors (INT, current US$)
PPG, private creditors (INT, current US$)
Interest arrears, public and publicly guaranteed (current US$)
Net change in interest arrears (current US$)
Interest arrears, official creditors (current US$)
Interest arrears, private creditors (current US$)
Interest forgiven (current US$)
Interest rescheduled (capitalized) (current US$)
Interest rescheduled, official (current US$)
Interest rescheduled, private (current US$)
Average maturity on new external debt commitments (years)
Average maturity on new external debt commitments, official (years)
Average maturity on new external debt commitments, private (years)
Net financial flows, bilateral (NFL, current US$)
PPG, bilateral concessional (NFL, current US$)
Portfolio investment, bonds (PPG + PNG) (NFL, current US$)
Net flows on external debt, total (NFL, current US$)
Net flows on external debt, long-term (NFL, current US$)
Net flows on external debt, private nonguaranteed (PNG) (NFL, current US$)
Net flows on external debt, public and publicly guaranteed (PPG) (NFL, current US$)
Net flows on external debt, short-term (NFL, current US$)
Net official flows from UN agencies, IAEA (current US$)
Net official flows from UN agencies, IFAD (current US$)
Net financial flows, IMF concessional (NFL, current US$)
Net financial flows, IMF nonconcessional (NFL, current US$)
Net financial flows, IBRD (NFL, current US$)
Net financial flows, IDA (NFL, current US$)
Net financial flows, multilateral (NFL, current US$)
PPG, multilateral concessional (NFL, current US$)
Net financial flows, others (NFL, current US$)
EBRD, private nonguaranteed (NFL, current US$)
IFC, private nonguaranteed (NFL, current US$)
PPG, official creditors (NFL, current US$)
PPG, bonds (NFL, current US$)
PPG, commercial banks (NFL, current US$)
Commercial banks and other lending (PPG + PNG) (NFL, current US$)
PNG, bonds (NFL, current US$)
PNG, commercial banks and other creditors (NFL, current US$)
PPG, other private creditors (NFL, current US$)
PPG, private creditors (NFL, current US$)
Net financial flows, RDB concessional (NFL, current US$)
Net financial flows, RDB nonconcessional (NFL, current US$)
Net official flows from UN agencies, UNAIDS (current US$)
Net official flows from UN agencies, UNICEF (current US$)
Net official flows from UN agencies, UNHCR (current US$)
Net official flows from UN agencies, UNDP (current US$)
Net official flows from UN agencies, UNECE (current US$)
Net official flows from UN agencies, UNFPA (current US$)
Net official flows from UN agencies, UNPBF (current US$)
Net official flows from UN agencies, UNRWA (current US$)
Net official flows from UN agencies, UNTA (current US$)
Net official flows from UN agencies, WFP (current US$)
Net official flows from UN agencies, WHO (current US$)
PPG, bilateral (NTR, current US$)
PPG, bilateral concessional (NTR, current US$)
Net transfers on external debt, total (NTR, current US$)
Net transfers on external debt, long-term (NTR, current US$)
Net transfers on external debt, private nonguaranteed (PNG) (NTR, current US$)
Net transfers on external debt, public and publicly guaranteed (PPG) (NTR, current US$)
PPG, IBRD (NTR, current US$)
PPG, IDA (NTR, current US$)
PPG, multilateral (NTR, current US$)
PPG, multilateral concessional (NTR, current US$)
PPG, official creditors (NTR, current US$)
PPG, bonds (NTR, current US$)
PPG, commercial banks (NTR, current US$)
PNG, bonds (NTR, current US$)
PNG, commercial banks and other creditors (NTR, current US$)
PPG, other private creditors (NTR, current US$)
PPG, private creditors (NTR, current US$)
Net official development assistance and official aid received (current US$)
Net official development assistance and official aid received (constant 2012US$)
Net official aid received (current US$)
Net official aid received (constant 2012 US$)
Net official development assistance received (current US$)
Net ODA received (% of gross capital formation)
Net ODA received (% of GNI)
Net official development assistance received (constant 2012 US$)
Net ODA received (% of imports of goods, services and primary income)
Net ODA received per capita (current US$)
Net ODA received (% of central government expense)
PPG, bilateral (TDS, current US$)
PPG, bilateral concessional (TDS, current US$)
Debt service on external debt, total (TDS, current US$)
Total debt service (% of exports of goods, services and primary income)
Total debt service (% of GNI)
IMF repurchases and charges (TDS, current US$)
Debt service on external debt, long-term (TDS, current US$)
Debt service on external debt, private nonguaranteed (PNG) (TDS, current US$)
Debt service (PPG and IMF only, % of exports of goods, services and primary income)
Debt service on external debt, public and publicly guaranteed (PPG) (TDS, current US$)
Public and publicly guaranteed debt service (% of GNI)
Public and publicly guaranteed debt service (% of exports of goods, services and primary income)
PPG, IBRD (TDS, current US$)
PPG, IDA (TDS, current US$)
Multilateral debt service (TDS, current US$)
Multilateral debt service (% of public and publicly guaranteed debt service)
PPG, multilateral concessional (TDS, current US$)
PPG, official creditors (TDS, current US$)
PPG, bonds (TDS, current US$)
PPG, commercial banks (TDS, current US$)
PNG, bonds (TDS, current US$)
PNG, commercial banks and other creditors (TDS, current US$)
PPG, other private creditors (TDS, current US$)
PPG, private creditors (TDS, current US$)
Total amount of debt rescheduled (current US$)
Undisbursed external debt, total (UND, current US$)
Undisbursed external debt, official creditors (UND, current US$)
Undisbursed external debt, private creditors (UND, current US$)
Agriculture value added per worker (constant 2005 US$)
Access to electricity, rural (% of rural population)
Access to electricity, urban (% of urban population)
Access to electricity (% of population)
Electricity production from coal sources (% of total)
Electricity production from oil, gas and coal sources (% of total)
Electricity production from hydroelectric sources (% of total)
Electric power transmission and distribution losses (% of output)
Electricity production from natural gas sources (% of total)
Electricity production from nuclear sources (% of total)
Electricity production from oil sources (% of total)
Electricity production from renewable sources, excluding hydroelectric (kWh)
Electricity production from renewable sources, excluding hydroelectric (% of total)
GDP per unit of energy use (PPP $ per kg of oil equivalent)
GDP per unit of energy use (constant 2011 PPP $ per kg of oil equivalent)
Energy imports, net (% of energy use)
Access to non-solid fuel, rural (% of rural population)
Access to non-solid fuel, urban (% of urban population)
Access to non-solid fuel (% of population)
Alternative and nuclear energy (% of total energy use)
Fossil fuel energy consumption (% of total)
Energy use (kg of oil equivalent) per $1,000 GDP (constant 2011 PPP)
Combustible renewables and waste (% of total energy)
Electric power consumption (kWh per capita)
Energy use (kg of oil equivalent per capita)
CO2 intensity (kg per kg of oil equivalent energy use)
CO2 emissions from gaseous fuel consumption (kt)
CO2 emissions from gaseous fuel consumption (% of total)
CO2 emissions (kg per 2005 US$ of GDP)
CO2 emissions (kt)
CO2 emissions from liquid fuel consumption (kt)
CO2 emissions from liquid fuel consumption (% of total)
CO2 emissions (metric tons per capita)
CO2 emissions (kg per PPP $ of GDP)
CO2 emissions (kg per 2011 PPP $ of GDP)
CO2 emissions from solid fuel consumption (kt)
CO2 emissions from solid fuel consumption (% of total)
Other greenhouse gas emissions, HFC, PFC and SF6 (thousand metric tons of CO2 equivalent)
HFC gas emissions (thousand metric tons of CO2 equivalent)
Agricultural methane emissions (thousand metric tons of CO2 equivalent)
Agricultural methane emissions (% of total)
Methane emissions in energy sector (thousand metric tons of CO2 equivalent)
Energy related methane emissions (% of total)
Methane emissions (kt of CO2 equivalent)
Agricultural nitrous oxide emissions (thousand metric tons of CO2 equivalent)
Agricultural nitrous oxide emissions (% of total)
Nitrous oxide emissions in energy sector (thousand metric tons of CO2 equivalent)
Nitrous oxide emissions in industrial and energy processes (% of total nitrous oxide emissions)
Industrial nitrous oxide emissions (thousand metric tons of CO2 equivalent)
Nitrous oxide emissions (thousand metric tons of CO2 equivalent)
PFC gas emissions (thousand metric tons of CO2 equivalent)
PM2.5 pollution, mean annual exposure (micrograms per cubic meter)
PM2.5 pollution, population exposed to levels exceeding WHO guideline value (% of total)
SF6 gas emissions (thousand metric tons of CO2 equivalent)
Bird species, threatened
Disaster risk reduction progress score (1-5 scale 5=best)
GHG net emissions/removals by LUCF (Mt of CO2 equivalent)
Droughts, floods, extreme temperatures (% of population, average 1990-2009)
CO2 emissions from residential buildings and commercial and public services (% of total fuel combustion)
CO2 emissions from electricity and heat production, total (% of total fuel combustion)
CO2 emissions from manufacturing industries and construction (% of total fuel combustion)
CO2 emissions from other sectors, excluding residential buildings and commercial and public services (% of total fuel combustion)
CO2 emissions from transport (% of total fuel combustion)
Fish species, threatened
Plant species (higher), threatened
Mammal species, threatened
Population living in areas where elevation is below 5 meters (% of total population)
Population in urban agglomerations of more than 1 million (% of total population)
Pump price for diesel fuel (US$ per liter)
Pump price for gasoline (US$ per liter)
GEF benefits index for biodiversity (0 = no biodiversity potential to 100 = maximum)
Water productivity, total (constant 2005 US$ GDP per cubic meter of total freshwater withdrawal)
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 per capita (cubic meters)
Terrestrial protected areas (% of total land area)
Marine protected areas (% of territorial waters)
Terrestrial and marine protected areas (% of total territorial area)
Bank nonperforming loans to total gross loans (%)
Automated teller machines (ATMs) (per 100,000 adults)
Bank capital to assets ratio (%)
Commercial bank branches (per 100,000 adults)
Borrowers from commercial banks (per 1,000 adults)
Depositors with commercial banks (per 1,000 adults)
Point-of-sale terminals (per 100,000 adults)
Domestic credit to private sector by banks (% of GDP)
Bank liquid reserves to bank assets ratio (%)
Total reserves (includes gold, current US$)
Total reserves (% of total external debt)
Total reserves in months of imports
Total reserves minus gold (current US$)
Claims on central government (annual growth as % of broad money)
Claims on other sectors of the domestic economy (annual growth as % of broad money)
Net domestic credit (current LCU)
Net foreign assets (current LCU)
Claims on private sector (annual growth as % of broad money)
Broad money (current LCU)
Broad money (% of GDP)
Broad money to total reserves ratio
Broad money growth (annual %)
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)
Consumer price index (2010 = 100)
Inflation, consumer prices (annual %)
Wholesale price index (2010 = 100)
Deposit interest rate (%)
Lending interest rate (%)
Interest rate spread (lending rate minus deposit rate, %)
Real interest rate (%)
Risk premium on lending (lending rate minus treasury bill rate, %)
Claims on central government, etc. (% GDP)
Claims on other sectors of the domestic economy (% of GDP)
Domestic credit provided by financial sector (% of GDP)
Domestic credit to private sector (% of GDP)
Liquid liabilities (M3) as % of GDP
Quasi-liquid liabilities (% of GDP)
Research and development expenditure (% of GDP)
Cash surplus/deficit (current LCU)
Cash surplus/deficit (% of GDP)
Central government debt, total (current LCU)
Central government debt, total (% of GDP)
Net incurrence of liabilities, domestic (current LCU)
Net incurrence of liabilities, domestic (% of GDP)
Net incurrence of liabilities, foreign (current LCU)
Net incurrence of liabilities, foreign (% of GDP)
Grants and other revenue (current LCU)
Grants and other revenue (% of revenue)
Social contributions (current LCU)
Social contributions (% of revenue)
Revenue, excluding grants (current LCU)
Revenue, excluding grants (% of GDP)
Taxes on exports (current LCU)
Taxes on exports (% of tax revenue)
Taxes on goods and services (current LCU)
Taxes on goods and services (% of revenue)
Taxes on goods and services (% value added of industry and services)
Customs and other import duties (current LCU)
Customs and other import duties (% of tax revenue)
Taxes on international trade (current LCU)
Taxes on international trade (% of revenue)
Other taxes (current LCU)
Other taxes (% of revenue)
Tax revenue (current LCU)
Tax revenue (% of GDP)
Taxes on income, profits and capital gains (current LCU)
Taxes on income, profits and capital gains (% of revenue)
Taxes on income, profits and capital gains (% of total taxes)
Compensation of employees (current LCU)
Compensation of employees (% of expense)
Goods and services expense (current LCU)
Goods and services expense (% of expense)
Interest payments (current LCU)
Interest payments (% of revenue)
Interest payments (% of expense)
Other expense (current LCU)
Other expense (% of expense)
Expense (current LCU)
Expense (% of GDP)
Subsidies and other transfers (current LCU)
Subsidies and other transfers (% of expense)
Distance to frontier score (0=lowest performance to 100=frontier)
Business extent of disclosure index (0=less disclosure to 10=more disclosure)
Ease of doing business index (1=most business-friendly regulations)
New business density (new registrations per 1,000 people ages 15-64)
New businesses registered (number)
Depth of credit information index (0=low to 8=high)
Private credit bureau coverage (% of adults)
Public credit registry coverage (% of adults)
Average time to clear exports through customs (days)
Delay in obtaining an electrical connection (days)
Power outages in firms in a typical month (number)
Time required to get electricity (days)
Cost to export (US$ per container)
Documents to export (number)
Time to export (days)
Firms using banks to finance working capital (% of firms)
Firms using banks to finance investment (% of firms)
Bribery incidence (% of firms experiencing at least one bribe payment request)
Firms competing against unregistered firms (% of firms)
Informal payments to public officials (% of firms)
Losses due to theft, robbery, vandalism, and arson (% sales)
Time required to obtain an operating license (days)
Firms with female participation in ownership (% of firms)
Firms formally registered when operations started (% of firms)
Firms that do not report all sales for tax purposes (% of firms)
Internationally-recognized quality certification (% of firms)
Value lost due to electrical outages (% of sales)
Firms offering formal training (% of firms)
Time spent dealing with the requirements of government regulations (% of senior management time)
Cost to import (US$ per container)
Documents to import (number)
Time to import (days)
Time to resolve insolvency (years)
Strength of legal rights index (0=weak to 12=strong)
Time required to enforce a contract (days)
Procedures to enforce a contract (number)
Time required to register property (days)
Procedures to register property (number)
Cost of business start-up procedures (% of GNI per capita)
Time required to start a business (days)
Start-up procedures to register a business (number)
Time to prepare and pay taxes (hours)
Firms expected to give gifts in meetings with tax officials (% of firms)
Labor tax and contributions (% of commercial profits)
Number of visits or required meetings with tax officials
Other taxes payable by businesses (% of commercial profits)
Tax payments (number)
Profit tax (% of commercial profits)
Total tax rate (% of commercial profits)
Time required to build a warehouse (days)
Procedures to build a warehouse (number)
Investment in energy with private participation (current US$)
Investment in telecoms with private participation (current US$)
Investment in transport with private participation (current US$)
Investment in water and sanitation with private participation (current US$)
Scientific and technical journal articles
Patent applications, nonresidents
Patent applications, residents
Trademark applications, direct nonresident
Trademark applications, direct resident
Trademark applications, total
CPIA business regulatory environment rating (1=low to 6=high)
CPIA debt policy rating (1=low to 6=high)
CPIA economic management cluster average (1=low to 6=high)
CPIA policy and institutions for environmental sustainability rating (1=low to 6=high)
CPIA quality of budgetary and financial management rating (1=low to 6=high)
CPIA financial 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)
CPIA public sector management and institutions cluster average (1=low to 6=high)
CPIA efficiency of revenue mobilization rating (1=low to 6=high)
CPIA policies for social inclusion/equity cluster average (1=low to 6=high)
CPIA structural policies cluster average (1=low to 6=high)
CPIA trade rating (1=low to 6=high)
CPIA transparency, accountability, and corruption in the public sector rating (1=low to 6=high)
Methodology assessment of statistical capacity (scale 0 - 100)
Overall level of statistical capacity (scale 0 - 100)
Periodicity and timeliness assessment of statistical capacity (scale 0 - 100)
Source data assessment of statistical capacity (scale 0 - 100)
Burden of customs procedure, WEF (1=extremely inefficient to 7=extremely efficient)
Quality of port infrastructure, WEF (1=extremely underdeveloped to 7=well developed and efficient by international standards)
Air transport, registered carrier departures worldwide
Air transport, freight (million ton-km)
Air transport, passengers carried
Road sector diesel fuel consumption (kt of oil equivalent)
Road sector diesel fuel consumption per capita (kg of oil equivalent)
Road density (km of road per 100 sq. km of land area)
Road sector energy consumption (kt of oil equivalent)
Road sector energy consumption per capita (kg of oil equivalent)
Road sector energy consumption (% of total energy consumption)
Roads, goods transported (million ton-km)
Roads, paved (% of total roads)
Roads, passengers carried (million passenger-km)
Road sector gasoline fuel consumption (kt of oil equivalent)
Road sector gasoline fuel consumption per capita (kg of oil equivalent)
Roads, total network (km)
Railways, goods transported (million ton-km)
Railways, passengers carried (million passenger-km)
Rail lines (total route-km)
Liner shipping connectivity index (maximum value in 2004 = 100)
Container port traffic (TEU
Motor vehicles (per 1,000 people)
Passenger cars (per 1,000 people)
Vehicles (per km of road)
Mobile cellular subscriptions
Mobile cellular subscriptions (per 100 people)
Fixed telephone subscriptions
Fixed telephone subscriptions (per 100 people)
Fixed (wired) broadband subscriptions
Fixed (wired) broadband subscriptions (per 100 people)
Secure Internet servers
Secure Internet servers (per 1 million people)
Internet users (per 100 people)
Lead time to export, median case (days)
Lead time to import, median case (days)
Logistics performance index
Logistics performance index
Logistics performance index
Logistics performance index
Logistics performance index
Logistics performance index
Logistics performance index
Arms imports (SIPRI trend indicator values)
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 (SIPRI trend indicator values)
General government final consumption expenditure (current US$)
General government final consumption expenditure (current LCU)
General government final consumption expenditure (constant 2005 US$)
General government final consumption expenditure (annual % growth)
General government final consumption expenditure (constant LCU)
General government final consumption expenditure (% of GDP)
Household final consumption expenditure, etc. (current US$)
Household final consumption expenditure, etc. (current LCU)
Household final consumption expenditure, etc. (constant 2005 US$)
Household final consumption expenditure, etc. (annual % growth)
Household final consumption expenditure, etc. (constant LCU)
Household final consumption expenditure, etc. (% of GDP)
Household final consumption expenditure (current US$)
Household final consumption expenditure (current LCU)
Household final consumption expenditure (constant 2005 US$)
Household final consumption expenditure (annual % growth)
Household final consumption expenditure (constant LCU)
Household final consumption expenditure per capita (constant 2005 US$)
Household final consumption expenditure per capita growth (annual %)
Household final consumption expenditure, PPP (current international $)
Household final consumption expenditure, PPP (constant 2011 international $)
Final consumption expenditure, etc. (current US$)
Final consumption expenditure, etc. (current LCU)
Final consumption expenditure, etc. (constant 2005 US$)
Final consumption expenditure, etc. (annual % growth)
Final consumption expenditure, etc. (constant LCU)
Final consumption expenditure, etc. (% of GDP)
Final consumption expenditure (current US$)
Final consumption expenditure (current LCU)
Final consumption expenditure (constant 2005 US$)
Final consumption expenditure (constant LCU)
Gross national expenditure deflator (base year varies by country)
Gross national expenditure (current US$)
Gross national expenditure (current LCU)
Gross national expenditure (constant 2005 US$)
Gross national expenditure (constant LCU)
Gross national expenditure (% of GDP)
Exports of goods and services (current US$)
Exports of goods and services (current LCU)
Exports of goods and services (constant 2005 US$)
Exports of goods and services (annual % growth)
Exports of goods and services (constant LCU)
Exports of goods and services (% of GDP)
Gross fixed capital formation, private sector (current LCU)
Gross fixed capital formation, private sector (% of GDP)
Gross fixed capital formation (current US$)
Gross fixed capital formation (current LCU)
Gross fixed capital formation (constant 2005 US$)
Gross fixed capital formation (annual % growth)
Gross fixed capital formation (constant LCU)
Gross fixed capital formation (% of GDP)
Changes in inventories (current US$)
Changes in inventories (current LCU)
Changes in inventories (constant LCU)
Gross capital formation (current US$)
Gross capital formation (current LCU)
Gross capital formation (constant 2005 US$)
Gross capital formation (annual % growth)
Gross capital formation (constant LCU)
Gross capital formation (% of GDP)
Imports of goods and services (current US$)
Imports of goods and services (current LCU)
Imports of goods and services (constant 2005 US$)
Imports of goods and services (annual % growth)
Imports of goods and services (constant LCU)
Imports of goods and services (% of GDP)
External balance on goods and services (current US$)
External balance on goods and services (current LCU)
External balance on goods and services (constant LCU)
External balance on goods and services (% of GDP)
Trade (% of GDP)
Agriculture, value added (current US$)
Agriculture, value added (current LCU)
Agriculture, value added (constant 2005 US$)
Agriculture, value added (annual % growth)
Agriculture, value added (constant LCU)
Agriculture, value added (% of GDP)
Manufacturing, value added (current US$)
Manufacturing, value added (current LCU)
Manufacturing, value added (constant 2005 US$)
Manufacturing, value added (annual % growth)
Manufacturing, value added (constant LCU)
Manufacturing, value added (% of GDP)
Industry, value added (current US$)
Industry, value added (current LCU)
Industry, value added (constant 2005 US$)
Industry, value added (annual % growth)
Industry, value added (constant LCU)
Industry, value added (% of GDP)
Chemicals (% of value added in manufacturing)
Food, beverages and tobacco (% of value added in manufacturing)
Machinery and transport equipment (% of value added in manufacturing)
Other manufacturing (% of value added in manufacturing)
Textiles and clothing (% of value added in manufacturing)
Services, etc., value added (current US$)
Services, etc., value added (current LCU)
Services, etc., value added (constant 2005 US$)
Services, etc., value added (annual % growth)
Services, etc., value added (constant LCU)
Services, etc., value added (% of GDP)
Adjusted savings
Adjusted savings
Adjusted savings
Adjusted savings
Adjusted savings
Adjusted savings
Adjusted savings
Adjusted savings
Adjusted savings
Adjusted savings
Adjusted savings
Adjusted savings
Adjusted savings
Adjusted savings
Adjusted savings
Adjusted savings
Adjusted savings
Adjusted savings
Adjusted net national income (current US$)
Adjusted net national income (constant 2005 US$)
Adjusted net national income (annual % growth)
Adjusted net national income per capita (current US$)
Adjusted net savings, including particulate emission damage (current US$)
Adjusted net savings, including particulate emission damage (% of GNI)
Adjusted net savings, excluding particulate emission damage (current US$)
Adjusted net savings, excluding particulate emission damage (% of GNI)
Exports as a capacity to import (constant LCU)
Coal rents (% of GDP)
Inflation, GDP deflator (annual %)
GDP deflator (base year varies by country)
Discrepancy in expenditure estimate of GDP (current LCU)
Discrepancy in expenditure estimate of GDP (constant LCU)
Gross value added at factor cost (current US$)
Gross value added at factor cost (current LCU)
Gross value added at factor cost (constant 2005 US$)
Gross value added at factor cost (constant LCU)
Forest rents (% of GDP)
Mineral rents (% of GDP)
GDP (current US$)
GDP (current LCU)
GDP (constant 2005 US$)
GDP growth (annual %)
GDP (constant LCU)
GDP, PPP (current international $)
GDP, PPP (constant 2011 international $)
Natural gas rents (% of GDP)
GDP per capita (current US$)
GDP per capita (current LCU)
GDP per capita (constant 2005 US$)
GDP per capita growth (annual %)
GDP per capita (constant LCU)
GDP per capita, PPP (current international $)
GDP per capita, PPP (constant 2011 international $)
Oil rents (% of GDP)
Total natural resources rents (% of GDP)
Gross domestic savings (current US$)
Gross domestic savings (current LCU)
Gross domestic savings (constant LCU)
Gross domestic savings (% of GDP)
Gross domestic income (constant 2005 US$)
Gross domestic income (constant LCU)
GNI, Atlas method (current US$)
GNI (current US$)
GNI (current LCU)
GNI (constant 2005 US$)
GNI growth (annual %)
GNI (constant LCU)
GNI, PPP (current international $)
GNI, PPP (constant 2011 international $)
GNI per capita, Atlas method (current US$)
GNI per capita (current LCU)
GNI per capita (constant 2005 US$)
GNI per capita growth (annual %)
GNI per capita (constant LCU)
GNI per capita, PPP (current international $)
GNI per capita, PPP (constant 2011 international $)
Gross savings (current US$)
Gross savings (current LCU)
Gross savings (% of GNI)
Gross savings (% of GDP)
Net income from abroad (current US$)
Net income from abroad (current LCU)
Net income from abroad (constant LCU)
Net taxes on products (current US$)
Net taxes on products (current LCU)
Net taxes on products (constant LCU)
Net current transfers from abroad (current US$)
Net current transfers from abroad (current LCU)
Net current transfers from abroad (constant LCU)
Terms of trade adjustment (constant LCU)
DEC alternative conversion factor (LCU per US$)
Official exchange rate (LCU per US$, period average)
PPP conversion factor, GDP (LCU per international $)
2005 PPP conversion factor, GDP (LCU per international $)
Price level ratio of PPP conversion factor (GDP) to market exchange rate
PPP conversion factor, private consumption (LCU per international $)
2005 PPP conversion factor, private consumption (LCU per international $)
Adequacy of social protection and labor programs (% of total welfare of beneficiary households)
Benefits incidence in poorest quintile (%) -All Social Protection and Labor
Coverage (%) -All Social Protection and Labor
Adequacy of unemployment benefits and ALMP (% of total welfare of beneficiary households)
Benefits incidence in poorest quintile (%) - All Labor Market
Coverage (%) - All Labor Market
Adequacy of social safety net programs (% of total welfare of beneficiary households)
Benefits incidence in poorest quintile (%) - All Social Assistance
Coverage (%) - All Social Assistance
Adequacy of social insurance programs (% of total welfare of beneficiary households)
Benefits incidence in poorest quintile (%) - All Social Insurance
Coverage (%) - All Social Insurance
Real effective exchange rate index (2010 = 100)
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)
Ratio of female to male primary enrollment (%)
Ratio of girls to boys in primary and secondary education (%)
Ratio of female to male secondary enrollment (%)
Ratio of female to male tertiary enrollment (%)
School enrollment, preprimary (% gross)
School enrollment, preprimary, female (% gross)
School enrollment, preprimary, male (% gross)
Primary school starting age (years)
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)
Primary education, pupils
Primary education, pupils (% female)
Pupil-teacher ratio, primary
School enrollment, primary (% gross)
School enrollment, primary, female (% gross)
School enrollment, primary, male (% gross)
Gross intake ratio in first grade of primary education, female (% of relevant age group)
Gross intake ratio in first grade of primary education, male (% of relevant age group)
Gross intake ratio in first grade of primary education, total (% of relevant age group)
School enrollment, primary (% net)
School enrollment, primary, female (% net)
School enrollment, primary, male (% net)
Net intake rate in grade 1, female (% of official school-age population)
Net intake rate in grade 1, male (% of official school-age population)
Net intake rate in grade 1 (% of official school-age population)
School enrollment, primary, private (% of total primary)
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)
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)
Adjusted net enrollment rate, primary (% of primary school age children)
Adjusted net enrollment rate, primary, female (% of primary school age children)
Adjusted net enrollment rate, primary, male (% of primary school age children)
Children out of school, primary
Children out of school, primary, female
Children out of school, primary, male
Lower secondary school starting age (years)
Lower secondary completion rate, female (% of relevant age group)
Lower secondary completion rate, male (% of relevant age group)
Lower secondary completion rate, total (% of relevant age group)
Secondary education, duration (years)
Secondary education, pupils
Secondary education, pupils (% female)
Secondary education, general pupils
Secondary education, general pupils (% female)
Pupil-teacher ratio, secondary
Secondary education, vocational pupils
Secondary education, vocational pupils (% female)
School enrollment, secondary (% gross)
School enrollment, secondary, female (% gross)
School enrollment, secondary, male (% gross)
School enrollment, secondary (% net)
School enrollment, secondary, female (% net)
School enrollment, secondary, male (% net)
School enrollment, secondary, private (% of total secondary)
Progression to secondary school, female (%)
Progression to secondary school, male (%)
Progression to secondary school (%)
Repeaters, secondary, female (% of female enrollment)
Repeaters, secondary, male (% of male enrollment)
Repeaters, secondary, total (% of total enrollment)
Secondary education, teachers
Secondary education, teachers, female
Secondary education, teachers (% female)
School enrollment, tertiary (% gross)
School enrollment, tertiary, female (% gross)
School enrollment, tertiary, male (% gross)
Tertiary education, academic staff (% female)
Current education expenditure, primary (% of total expenditure in primary public institutions)
Current education expenditure, secondary (% of total expenditure in secondary public institutions)
Current education expenditure, tertiary (% of total expenditure in tertiary public institutions)
Current education expenditure, total (% of total expenditure in public institutions)
All education staff compensation, primary (% of total expenditure in primary public institutions)
All education staff compensation, secondary (% of total expenditure in secondary public institutions)
All education staff compensation, tertiary (% of total expenditure in tertiary public institutions)
All education staff compensation, total (% of total expenditure in public institutions)
Government expenditure per student, primary (% of GDP per capita)
Share of public expenditure for primary education (% of public education expenditure)
Government expenditure per student, secondary (% of GDP per capita)
Share of public expenditure for secondary education (% of public education expenditure)
Government expenditure per student, tertiary (% of GDP per capita)
Share of expenditure for tertiary education (% of total education expenditure)
Government expenditure on education, total (% of government expenditure)
Government expenditure on education, total (% of GDP)
Female legislators, senior officials and managers (% of total)
Proportion of seats held by women in national parliaments (%)
Women who believe a husband is justified in beating his wife when she argues with him (%)
Women who believe a husband is justified in beating his wife when she burns the food (%)
Women who believe a husband is justified in beating his wife when she goes out without telling him (%)
Women who believe a husband is justified in beating his wife when she neglects the children (%)
Women who believe a husband is justified in beating his wife (any of five reasons) (%)
Women who believe a husband is justified in beating his wife when she refuses sex with him (%)
Prevalence of anemia among non-pregnant women (% of women ages 15-49)
Condom use, population ages 15-24, female (% of females ages 15-24)
Condom use, population ages 15-24, male (% of males ages 15-24)
Number of infant deaths
Number of under-five deaths
Number of neonatal deaths
Women share of population ages 15+ living with HIV (%)
Prevalence of HIV, total (% of population ages 15-49)
Mortality rate, under-5 (per 1,000 live births)
Mortality rate, under-5, female (per 1,000)
Mortality rate, under-5, male (per 1,000)
Mortality rate, neonatal (per 1,000 live births)
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)
Children (0-14) living with HIV
Prevalence of HIV, female (% ages 15-24)
Prevalence of HIV, male (% ages 15-24)
Antiretroviral therapy coverage (% of people living with HIV)
Immunization, DPT (% of children ages 12-23 months)
Immunization, measles (% of children ages 12-23 months)
Hospital beds (per 1,000 people)
Community health workers (per 1,000 people)
Nurses and midwives (per 1,000 people)
Physicians (per 1,000 people)
Use of insecticide-treated bed nets (% of under-5 population)
Children with fever receiving antimalarial drugs (% of children under age 5 with fever)
Number of maternal deaths
Lifetime risk of maternal death (1 in
Lifetime risk of maternal death (%)
Prevalence of anemia among pregnant women (%)
Smoking prevalence, females (% of adults)
Smoking prevalence, males (% of adults)
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)
Pregnant women receiving prenatal care (%)
ARI treatment (% of children under 5 taken to a health provider)
Exclusive breastfeeding (% of children under 6 months)
Birth attended by Skilled Health worker (in % of total birth)
Low-birthweight babies (% of births)
Malnutrition prevalence, weight for age, female (% of children under 5)
Malnutrition prevalence, weight for age, male (% of children under 5)
Malnutrition prevalence, weight for age (% of children under 5)
Maternal mortality ratio (modeled estimate, per 100,000 live births)
Maternal mortality ratio (national estimate, per 100,000 live births)
Diarrhea treatment (% of children under 5 receiving oral rehydration and continued feeding)
Diarrhea treatment (% of children under 5 who received ORS packet)
Prevalence of overweight, female (% of children under 5)
Prevalence of overweight, male (% of children under 5)
Prevalence of overweight (% of children under 5)
Malnutrition prevalence, height for age, female (% of children under 5)
Malnutrition prevalence, height for age, male (% of children under 5)
Malnutrition prevalence, height for age (% of children under 5)
Prevalence of wasting, female (% of children under 5)
Prevalence of wasting, male (% of children under 5)
Prevalence of wasting (% of children under 5)
Prevalence of severe wasting, weight for height, female (% of children under 5)
Prevalence of severe wasting, weight for height, male (% of children under 5)
Prevalence of severe wasting, weight for height (% of children under 5)
Tuberculosis treatment success rate (% of new cases)
Tuberculosis case detection rate (%, all forms)
Incidence of tuberculosis (per 100,000 people)
Newborns protected against tetanus (%)
External resources for health (% of total expenditure on health)
Out-of-pocket health expenditure (% of total expenditure on health)
Out-of-pocket health expenditure (% of private expenditure on health)
Health expenditure per capita (current US$)
Health expenditure per capita, PPP (constant 2011 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)
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%
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) (%)
GINI index (World Bank estimate)
Poverty gap at national poverty lines (%)
Poverty headcount ratio at national poverty lines (% of population)
Rural poverty gap at national poverty lines (%)
Rural poverty headcount ratio at national poverty lines (% of rural population)
Urban poverty gap at national poverty lines (%)
Urban poverty headcount ratio at national poverty lines (% of urban population)
Survey mean consumption or income per capita, bottom 40% (2005 PPP $ per day)
Annualized growth in survey mean consumption or income per capita, bottom 40% (%, based on 2005 PPP)
Survey mean consumption or income per capita, total population (2005 PPP $ per day)
Annualized growth in survey mean consumption or income per capita, total population (%, based on 2005 PPP)
Child employment in agriculture, female (% of female economically active children ages 7-14)
Child employment in agriculture, male (% of male economically active children ages 7-14)
Child employment in agriculture (% of economically active children ages 7-14)
Employees, agriculture, female (% of female employment)
Employees, agriculture, male (% of male employment)
Employment in agriculture (% of total employment)
Employment to population ratio, ages 15-24, female (%) (national estimate)
Employment to population ratio, ages 15-24, female (%) (modeled ILO estimate)
Employment to population ratio, ages 15-24, male (%) (national estimate)
Employment to population ratio, ages 15-24, male (%) (modeled ILO estimate)
Employment to population ratio, ages 15-24, total (%) (national estimate)
Employment to population ratio, ages 15-24, total (%) (modeled ILO estimate)
Share of women in wage employment in the nonagricultural sector (% of total nonagricultural employment)
Employers, female (% of employment)
Employers, male (% of employment)
Employers, total (% of employment)
Self-employed, female (% of females employed)
Self-employed, male (% of males employed)
Self-employed, total (% of total employed)
Employment to population ratio, 15+, female (%) (national estimate)
Employment to population ratio, 15+, female (%) (modeled ILO estimate)
Employment to population ratio, 15+, male (%) (national estimate)
Employment to population ratio, 15+, male (%) (modeled ILO estimate)
Employment to population ratio, 15+, total (%) (national estimate)
Employment to population ratio, 15+, total (%) (modeled ILO estimate)
Vulnerable employment, female (% of female employment)
Vulnerable employment, male (% of male employment)
Vulnerable employment, total (% of total employment)
Wage and salaried workers, female (% of females employed)
Wage and salary workers, male (% of males employed)
Wage and salaried workers, total (% of total employed)
Children in employment, unpaid family workers, female (% of female children in employment, ages 7-14)
Children in employment, unpaid family workers, male (% of male children in employment, ages 7-14)
Children in employment, unpaid family workers (% of children in employment, ages 7-14)
Contributing family workers, female (% of females employed)
Contributing family workers, male (% of males employed)
Contributing family workers, total (% of total employed)
GDP per person employed (constant 1990 PPP $)
Employees, industry, female (% of female employment)
Employees, industry, male (% of male employment)
Employment in industry (% of total employment)
Child employment in manufacturing, female (% of female economically active children ages 7-14)
Child employment in manufacturing, male (% of male economically active children ages 7-14)
Child employment in manufacturing (% of economically active children ages 7-14)
Children in employment, self-employed, female (% of female children in employment, ages 7-14)
Children in employment, self-employed, male (% of male children in employment, ages 7-14)
Children in employment, self-employed (% of children in employment, ages 7-14)
Child employment in services, female (% of female economically active children ages 7-14)
Child employment in services, male (% of male economically active children ages 7-14)
Child employment in services (% of economically active children ages 7-14)
Employees, services, female (% of female employment)
Employees, services, male (% of male employment)
Employment in services (% of total employment)
Children in employment, female (% of female children ages 7-14)
Children in employment, male (% of male children ages 7-14)
Average working hours of children, study and work, female, ages 7-14 (hours per week)
Children in employment, study and work, female (% of female children in employment, ages 7-14)
Average working hours of children, study and work, male, ages 7-14 (hours per week)
Children in employment, study and work, male (% of male children in employment, ages 7-14)
Average working hours of children, study and work, ages 7-14 (hours per week)
Children in employment, study and work (% of children in employment, ages 7-14)
Average working hours of children, working only, female, ages 7-14 (hours per week)
Children in employment, work only, female (% of female children in employment, ages 7-14)
Average working hours of children, working only, male, ages 7-14 (hours per week)
Children in employment, work only, male (% of male children in employment, ages 7-14)
Average working hours of children, working only, ages 7-14 (hours per week)
Children in employment, work only (% of children in employment, ages 7-14)
Children in employment, total (% of children ages 7-14)
Labor force participation rate for ages 15-24, female (%) (national estimate)
Labor force participation rate for ages 15-24, male (%) (national estimate)
Labor force participation rate for ages 15-24, total (%) (national estimate)
Labor force participation rate, female (% of female population ages 15+) (national estimate)
Labor force participation rate, female (% of female population ages 15+) (modeled ILO estimate)
Ratio of female to male labor force participation rate (%) (national estimate)
Ratio of female to male labor force participation rate (%) (modeled ILO estimate)
Labor force participation rate, male (% of male population ages 15+) (national estimate)
Labor force participation rate, male (% of male population ages 15+) (modeled ILO estimate)
Labor force participation rate, total (% of total population ages 15+) (national estimate)
Labor force participation rate, total (% of total population ages 15+) (modeled ILO estimate)
Part time employment, female (% of total female employment)
Part time employment, male (% of total male employment)
Part time employment, female (% of total part time employment)
Part time employment, total (% of total employment)
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, youth female (% of female labor force ages 15-24) (national estimate)
Unemployment, youth female (% of female labor force ages 15-24) (modeled ILO estimate)
Unemployment, youth male (% of male labor force ages 15-24) (national estimate)
Unemployment, youth male (% of male labor force ages 15-24) (modeled ILO estimate)
Unemployment, youth total (% of total labor force ages 15-24) (national estimate)
Unemployment, youth total (% of total labor force ages 15-24) (modeled ILO estimate)
Long-term unemployment, female (% of female unemployment)
Long-term unemployment, male (% of male unemployment)
Long-term unemployment (% of total unemployment)
Share of youth not in education, employment or training, female (% of female youth population)
Share of youth not in education, employment or training, male (% of male youth population)
Share of youth not in education, employment or training, total (% of youth population)
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)
Unemployment, female (% of female labor force) (national estimate)
Unemployment, female (% of female labor force) (modeled ILO estimate)
Unemployment, male (% of male labor force) (national estimate)
Unemployment, male (% of male labor force) (modeled ILO estimate)
Unemployment, total (% of total labor force) (national estimate)
Unemployment, total (% of total labor force) (modeled ILO estimate)
Children in employment, wage workers, female (% of female children in employment, ages 7-14)
Children in employment, wage workers, male (% of male children in employment, ages 7-14)
Children in employment, wage workers (% of children in employment, ages 7-14)
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)
Prevalence of undernourishment (% of population)
Depth of the food deficit (kilocalories per person per day)
Consumption of iodized salt (% of households)
Vitamin A supplementation coverage rate (% of children ages 6-59 months)
Adolescent fertility rate (births per 1,000 women ages 15-19)
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 1,000 female adults)
Mortality rate, adult, male (per 1,000 male adults)
Birth rate, crude (per 1,000 people)
Death rate, crude (per 1,000 people)
Contraceptive prevalence (% of women ages 15-49)
Mortality rate, infant, female (per 1,000 live births)
Mortality rate, infant (per 1,000 live births)
Mortality rate, infant, male (per 1,000 live births)
Life expectancy at birth, female (years)
Life expectancy at birth, total (years)
Life expectancy at birth, male (years)
Fertility rate, total (births per woman)
Survival to age 65, female (% of cohort)
Survival to age 65, male (% of cohort)
Wanted fertility rate (births per woman)
Female headed households (% of households with a female head)
Teenage mothers (% of women ages 15-19 who have had children or are currently pregnant)
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 %)
Researchers in RD (per million people)
Technicians in RD (per million people)
Total Population (in number of people)
Population, female (% of total)
Completeness of birth registration, rural (%)
Completeness of birth registration, urban (%)
Completeness of birth registration (%)
Rural population
Rural population growth (annual %)
Percentage of Population in Rural Areas (in % of Total Population)
Urban population growth (annual %)
Urban population
Urban population (% of total)
Unmet need for contraception (% of married women ages 15-49)
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)
Merchandise trade (% of GDP)
Import volume index (2000 = 100)
Binding coverage, manufactured products (%)
Bound rate, simple mean, manufactured products (%)
Share of tariff lines with international peaks, manufactured products (%)
Tariff rate, applied, simple mean, manufactured products (%)
Tariff rate, most favored nation, simple mean, manufactured products (%)
Share of tariff lines with specific rates, manufactured products (%)
Tariff rate, applied, weighted mean, manufactured products (%)
Tariff rate, most favored nation, weighted mean, manufactured products (%)
Binding coverage, all 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 (%)
Tariff rate, most favored nation, weighted mean, all products (%)
Binding coverage, primary products (%)
Bound rate, simple mean, primary products (%)
Share of tariff lines with international peaks, primary products (%)
Tariff rate, applied, simple mean, primary products (%)
Tariff rate, most favored nation, simple mean, primary products (%)
Share of tariff lines with specific rates, primary products (%)
Tariff rate, applied, weighted mean, primary products (%)
Tariff rate, most favored nation, weighted mean, primary products (%)
Agricultural raw materials imports (% of merchandise imports)
Food imports (% of merchandise imports)
Fuel imports (% of merchandise imports)
ICT goods imports (% total goods imports)
Insurance and financial services (% of commercial service imports)
Manufactures imports (% of merchandise imports)
Ores and metals imports (% of merchandise imports)
Merchandise imports from economies in the Arab World (% of total merchandise imports)
Merchandise imports (current US$)
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 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 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 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)
Merchandise imports by the reporting economy, residual (% of total merchandise imports)
Merchandise imports by the reporting economy (current US$)
Merchandise imports from developing economies within region (% of total merchandise imports)
Import value index (2000 = 100)
Computer, communications and other services (% of commercial service imports)
Commercial service imports (current US$)
Transport services (% of commercial service imports)
Travel services (% of commercial service imports)
Net barter terms of trade index (2000 = 100)
Export volume index (2000 = 100)
Agricultural raw materials exports (% of merchandise exports)
Food exports (% of merchandise exports)
Fuel exports (% of merchandise exports)
ICT goods exports (% of total goods exports)
Insurance and financial services (% of commercial service exports)
Manufactures exports (% of merchandise exports)
Ores and metals exports (% of merchandise exports)
Merchandise exports to economies in the Arab World (% of total merchandise exports)
Merchandise exports (current US$)
Merchandise exports to high-income economies (% of total merchandise exports)
Merchandise exports to developing economies outside region (% of total merchandise exports)
Merchandise exports to developing economies in East Asia Pacific (% of total merchandise exports)
Merchandise exports to developing economies in East Asia Pacific (% of total merchandise exports)
Merchandise exports to developing economies in Europe Central Asia (% of total merchandise exports)
Merchandise exports to developing economies in Latin America the Caribbean (% of total merchandise exports)
Merchandise exports to developing economies in Middle East North Africa (% of total merchandise exports)
Merchandise exports to developing economies in Middle East North Africa (% of total merchandise exports)
Merchandise exports to developing economies in South Asia (% of total merchandise exports)
Merchandise exports to developing economies in Sub-Saharan Africa (% of total merchandise exports)
Merchandise exports by the reporting economy, residual (% of total merchandise exports)
Merchandise exports by the reporting economy (current US$)
Merchandise exports to developing economies within region (% of total merchandise exports)
Export value index (2000 = 100)
Computer, communications and other services (% of commercial service exports)
Commercial service exports (current US$)
High-technology exports (current US$)
High-technology exports (% of manufactured exports)
Transport services (% of commercial service exports)
Travel services (% of commercial service exports)
Battle-related deaths (number of people)
Internally displaced persons (number, high estimate)
Internally displaced persons (number, low estimate)
Intentional homicides (per 100,000 people)
Presence of peace keepers (number of troops, police, and military observers in mandate)
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