Mali

FTS publishes data on humanitarian funding flows as reported by donors and recipient organizations. It presents all humanitarian funding to a country and funding that is specifically reported or that can be specifically mapped against funding requirements stated in humanitarian response plans. The data comes from OCHA's Financial Tracking Service, is encoded as utf-8 and the second row of the CSV contains HXL tags.

Data used to update country toplines in HDX. Contains data from World Bank's data portal.

Contains data from the World Bank's data portal covering the following topics which also exist as individual datasets on HDX: Agriculture and Rural Development, Aid Effectiveness, Economy and Growth, Education, Energy and Mining, Environment, Financial Sector, Health, Infrastructure, Social Protection and Labor, Poverty, Private Sector, Public Sector, Science and Technology, Social Development, Urban Development, Gender, Millenium development goals, Climate Change, External Debt, Trade.

Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX. Trade is a key means to fight poverty and achieve the Millennium Development Goals, specifically by improving developing country access to markets, and supporting a rules based, predictable trading system. In cooperation with other international development partners, the World Bank launched the Transparency in Trade Initiative to provide free and easy access to data on country-specific trade policies. Indicators: Agricultural raw materials exports, Agricultural raw materials imports, Arms imports, Average time to clear exports through customs, Binding coverage, Bound rate, Commercial service exports, Commercial service imports, Communications, Computer, Cost to export, Cost to import, Customs and other import duties, Export value index, Export volume index, Exports as a capacity to import, Exports of goods, Exports of goods and services, External balance on goods and services, Food exports, Food imports, Fuel exports, Fuel imports, Goods exports, Goods imports, High-technology exports, ICT goods exports, ICT goods imports, ICT service exports, Import value index, Import volume index, Imports of goods, Imports of goods and services, Insurance and financial services, International tourism, Lead time to export, Lead time to import, Logistics performance index, Manufactures exports, Manufactures imports, Merchandise exports, Merchandise exports by the reporting economy, Merchandise exports to economies in the Arab World, Merchandise exports to high-income economies, Merchandise exports to low- and middle-income economies in East Asia & Pacific, Merchandise exports to low- and middle-income economies in Europe & Central Asia, Merchandise exports to low- and middle-income economies in Latin America & the Caribbean, Merchandise exports to low- and middle-income economies in Middle East & North Africa, Merchandise exports to low- and middle-income economies in South Asia, Merchandise exports to low- and middle-income economies in Sub-Saharan Africa, Merchandise exports to low- and middle-income economies outside region, Merchandise exports to low- and middle-income economies within region, Merchandise imports, Merchandise imports by the reporting economy, Merchandise imports from economies in the Arab World, Merchandise imports from high-income economies, Merchandise imports from low- and middle-income economies in East Asia & Pacific, Merchandise imports from low- and middle-income economies in Europe & Central Asia, Merchandise imports from low- and middle-income economies in Latin America & the Caribbean, Merchandise imports from low- and middle-income economies in Middle East & North Africa, Merchandise imports from low- and middle-income economies in South Asia, Merchandise imports from low- and middle-income economies in Sub-Saharan Africa, Merchandise imports from low- and middle-income economies outside region, Merchandise imports from low- and middle-income economies within region, Merchandise trade, Net barter terms of trade index, Net trade in goods, Net trade in goods and services, Ores and metals exports, Ores and metals imports, Service exports, Service imports, Share of tariff lines with international peaks, Share of tariff lines with specific rates, Tariff rate, Taxes on exports, Time to export, Time to import, Trade, Trade in services, Transport services, Travel services

Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX. Education is one of the most powerful instruments for reducing poverty and inequality and lays a foundation for sustained economic growth. The World Bank compiles data on education inputs, participation, efficiency, and outcomes. Data on education are compiled by the United Nations Educational, Scientific, and Cultural Organization (UNESCO) Institute for Statistics from official responses to surveys and from reports provided by education authorities in each country. Indicators: Adjusted net enrollment rate, Adjusted net intake rate to Grade 1 of primary education, Adolescents out of school, Adult illiterate population, Adult literacy rate, Africa Dataset, All staff compensation as % of total expenditure in tertiary public institutions, Barro-Lee, Capital expenditure as % of total expenditure in tertiary public institutions, Children out of school, Compulsory education, Cumulative drop-out rate to the last grade of primary education, Current education expenditure, Current expenditure as % of total expenditure in public institutions, Current expenditure as % of total expenditure in tertiary public institutions, Current expenditure other than staff compensation as % of total expenditure in tertiary public institutions, DHS, Drop-out rate from Grade 1 of primary education, Drop-out rate from Grade 2 of primary education, Drop-out rate from Grade 3 of primary education, Drop-out rate from Grade 4 of primary education, Drop-out rate from Grade 5 of primary education, Educational attainment, Effective transition rate from primary to lower secondary general education, Enrolment in Grade 1 of lower secondary general education, Enrolment in Grade 1 of primary education, Enrolment in Grade 2 of lower secondary general education, Enrolment in Grade 2 of primary education, Enrolment in Grade 3 of lower secondary general education, Enrolment in Grade 3 of primary education, Enrolment in Grade 4 of primary education, Enrolment in Grade 5 of primary education, Enrolment in Grade 6 of primary education, Enrolment in early childhood education, Enrolment in lower secondary education, Enrolment in lower secondary general, Enrolment in post-secondary non-tertiary education, Enrolment in pre-primary education, Enrolment in primary education, Enrolment in secondary education, Enrolment in secondary general, Enrolment in secondary vocational, Enrolment in tertiary education, Enrolment in upper secondary education, Enrolment in upper secondary general, Enrolment in upper secondary vocational, Expenditure on education not specified by level as % of government expenditure on education, Expenditure on lower secondary as % of government expenditure on education, Expenditure on post-secondary non-tertiary as % of government expenditure on education, Expenditure on pre-primary as % of government expenditure on education, Expenditure on primary education, Expenditure on secondary education, Expenditure on tertiary education, Expenditure on upper secondary as % of government expenditure on education, Government expenditure on education, Government expenditure per student, Graduates from tertiary education, Gross enrolment ratio, Gross graduation ratio from lower secondary education, Gross graduation ratio from primary education, Gross intake ratio in first grade of primary education, Gross intake ratio to Grade 1 of lower secondary general education, Gross intake ratio to Grade 1 of primary education, Gross outbound enrolment ratio, Inbound mobility rate, Labor force, Literacy rate, Lower secondary completion rate, Lower secondary school starting age, Net enrolment rate, Net intake rate in grade 1, Net intake rate to Grade 1 of primary education, Net intake rate to Grade 1 of primary education by over-age entrants, Net intake rate to Grade 1 of primary education by under-age entrants, New entrants to Grade 1 of primary education, New entrants to Grade 1 of primary education with early childhood education experience, Official entrance age to compulsory education, Official entrance age to post-secondary non-tertiary education, Official entrance age to pre-primary education, Official entrance age to upper secondary education, Out-of-school adolescents of lower secondary school age, Out-of-school children of primary school age in pre-primary education, Outbound mobility ratio, Over-age enrolment ratio in primary education, Over-age students, Percentage of all inbound internationally mobile students in tertiary education in the host country who are female, Percentage of enrolment in pre-primary education in private institutions, Percentage of enrolment in tertiary education in private institutions, Percentage of female teachers in lower secondary education who are trained, Percentage of female teachers in upper secondary education who are trained, Percentage of graduates from tertiary education who are female, Percentage of male teachers in lower secondary education who are trained, Percentage of male teachers in upper secondary education who are trained, Percentage of new entrants to Grade 1 of primary education with early childhood education experience, Percentage of repeaters in Grade 1 of lower secondary general education, Percentage of repeaters in Grade 1 of primary education, Percentage of repeaters in Grade 2 of lower secondary general education, Percentage of repeaters in Grade 2 of primary education, Percentage of repeaters in Grade 3 of lower secondary general education, Percentage of repeaters in Grade 3 of primary education, Percentage of repeaters in Grade 4 of primary education, Percentage of repeaters in Grade 5 of primary education, Percentage of repeaters in Grade 6 of primary education, Percentage of repeaters in lower secondary general education, Percentage of repeaters in primary education, Percentage of students in post-secondary non-tertiary education who are female, Percentage of students in pre-primary education who are female, Percentage of students in tertiary ISCED 5 programmes who are female, Percentage of students in tertiary ISCED 6 programmes who are female, Percentage of students in tertiary ISCED 7 programmes who are female, Percentage of students in tertiary ISCED 8 programmes who are female, Percentage of students in tertiary education enrolled in Agriculture, Percentage of students in tertiary education enrolled in Arts and Humanities programmes, Percentage of students in tertiary education enrolled in Business, Percentage of students in tertiary education enrolled in Education programmes, Percentage of students in tertiary education enrolled in Engineering, Percentage of students in tertiary education enrolled in Information and Communication Technologies programmes, Percentage of students in tertiary education enrolled in Natural Sciences, Percentage of students in tertiary education enrolled in Social Sciences, Percentage of students in tertiary education enrolled in programmes in unspecified fields, Percentage of students in tertiary education enrolled in unspecified fields, Percentage of students in tertiary education who are female, Percentage of teachers in lower secondary education who are female, Percentage of teachers in lower secondary education who are trained, Percentage of teachers in pre-primary education who are female, Percentage of teachers in primary education who are trained, Percentage of teachers in secondary education who are trained, Percentage of teachers in upper secondary education who are female, Percentage of teachers in upper secondary education who are trained, Persistence to grade 5, Persistence to last grade of primary, Population, Population ages 0-14, Population ages 15-64, Population of the official entrance age to primary education, Preprimary education, Primary completion rate, Primary education, Primary school starting age, Progression to secondary school, Pupil-teacher ratio, Pupil-teacher ratio in lower secondary education, Pupil-teacher ratio in upper secondary education, Rate of out-of-school adolescents of lower secondary school age, Rate of out-of-school children of primary school age, Rate of out-of-school children of primary school age in pre-primary education, Repeaters, Repeaters in Grade 1 of lower secondary general education, Repeaters in Grade 1 of primary education, Repeaters in Grade 2 of lower secondary general education, Repeaters in Grade 2 of primary education, Repeaters in Grade 3 of lower secondary general education, Repeaters in Grade 3 of primary education, Repeaters in Grade 4 of primary education, Repeaters in Grade 5 of primary education, Repeaters in Grade 6 of primary education, Repeaters in lower secondary general education, Repeaters in primary education, Repetition rate in Grade 1 of primary education, Repetition rate in Grade 2 of primary education, Repetition rate in Grade 3 of primary education, Repetition rate in Grade 4 of primary education, Repetition rate in Grade 5 of primary education, Repetition rate in Grade 6 of primary education, School age population, School enrollment, School life expectancy, Secondary education, Share of all students in secondary education enrolled in vocational programmes, Share of all students in tertiary education enrolled in ISCED 5, Share of all students in tertiary education enrolled in ISCED 6, Share of all students in tertiary education enrolled in ISCED 7, Share of all students in tertiary education enrolled in ISCED 8, Share of all students in upper secondary education enrolled in vocational programmes, Share of female students in secondary education enrolled in vocational programmes, Share of female students in tertiary education enrolled in ISCED 7, Share of female students in tertiary education enrolled in ISCED 8, Share of male students in secondary education enrolled in vocational programmes, Share of male students in tertiary education enrolled in ISCED 7, Share of male students in tertiary education enrolled in ISCED 8, Spending on teaching materials, Survival rate to Grade 4 of primary education, Survival rate to Grade 5 of primary education, Survival rate to the last grade of lower secondary general education, Survival rate to the last grade of primary education, Teachers in lower secondary education, Teachers in post-secondary non-tertiary education, Teachers in pre-primary education, Teachers in primary education, Teachers in secondary general education, Teachers in secondary vocational education, Teachers in tertiary education programmes, Teachers in upper secondary education, Teachers' salaries, Tertiary education, Theoretical duration of lower secondary education, Theoretical duration of post-secondary non-tertiary education, Theoretical duration of pre-primary education, Theoretical duration of upper secondary education, Total inbound internationally mobile students, Total net enrolment rate, Total outbound internationally mobile tertiary students studying abroad, Trained teachers in lower secondary education, Trained teachers in preprimary education, Trained teachers in primary education, Trained teachers in secondary education, Trained teachers in upper secondary education, Under-age enrolment ratio in primary education, Unemployment, Youth illiterate population

Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX. An economy's financial markets are critical to its overall development. Banking systems and stock markets enhance growth, the main factor in poverty reduction. Strong financial systems provide reliable and accessible information that lowers transaction costs, which in turn bolsters resource allocation and economic growth. Indicators here include the size and liquidity of stock markets; the accessibility, stability, and efficiency of financial systems; and international migration and workers\ remittances, which affect growth and social welfare in both sending and receiving countries. Indicators: 5-bank asset concentration, ATMs per 100, Account at a formal financial institution, Account used for business purposes, Account used to receive remittances, Account used to receive wages, Automated teller machines, Bank Z-score, Bank accounts per 1, Bank branches per 100, Bank concentration, Bank cost to income ratio, Bank credit to bank deposits, Bank deposits to GDP, Bank lending-deposit spread, Bank liquid reserves to bank assets ratio, Bank net interest margin, Bank noninterest income to total income, Bank overhead costs to total assets, Bank return on assets, Bank return on equity, Banking crisis dummy, Boone indicator, Broad money, Broad money growth, Central bank assets to GDP, Checks used to make payments, Claims on central government, Claims on governments, Claims on governments and other public entities, Claims on other sectors of the domestic economy, Claims on private sector, Commercial bank branches, Consolidated foreign claims of BIS reporting banks to GDP, Consumer price index, Credit card, Credit to government and state-owned enterprises to GDP, DEC alternative conversion factor, Debit card, Deposit interest rate, Deposit money bank assets to deposit money bank assets and central bank assets, Deposit money banks'' assets to GDP, Depositing/withdrawing at least once in a typical month, Depositors with commercial banks, Depth of credit information index, Domestic credit provided by financial sector, Domestic credit to private sector, Domestic credit to private sector by banks, Electronic payments used to make payments, External loans and deposits of reporting banks vis-à-vis all sectors, External loans and deposits of reporting banks vis-à-vis the banking sector, External loans and deposits of reporting banks vis-à-vis the nonbanking sectors, Financial system deposits to GDP, Firms identifying access to finance as a major constraint, Firms not needing a loan, Firms using banks to finance investments, Firms using banks to finance working capital, Firms whose recent loan application was rejected, Firms with a bank loan or line of credit, Firms with a checking or savings account, Foreign bank assets among total bank assets, Foreign banks among total banks, Foreign direct investment, GDP deflator, Gross portfolio debt liabilities to GDP, Gross portfolio equity assets to GDP, Gross portfolio equity liabilities to GDP, H-statistic, Inflation, Insurance company assets to GDP, Interest rate spread, International migrant stock, Investments financed by banks, Investments financed by equity or stock sales, Lending interest rate, Lerner index, Life insurance premium volume to GDP, Liquid assets to deposits and short term funding, Liquid liabilities in millions USD, Liquid liabilities to GDP, Loan from a financial institution in the past year, Loan from a private lender in the past year, Loan from an employer in the past year, Loan from family or friends in the past year, Loan in the past year, Loan through store credit in the past year, Loans from nonresident banks, Loans requiring collateral, Mobile phone used to pay bills, Mobile phone used to send money, Net domestic credit, Net foreign assets, Net migration, Non-life insurance premium volume to GDP, Official exchange rate, Personal remittances, Personal transfers, Portfolio equity, Portfolio investment, Primary income on FDI, Private credit bureau coverage, Private credit by deposit money banks and other financial institutions to GDP, Private credit by deposit money banks to GDP, Public credit registry coverage, Real interest rate, Remittance inflows to GDP, Saved any money in the past year, Saved at a financial institution in the past year, Saved using a savings club in the past year, Small firms with a bank loan or line of credit, Strength of legal rights index, Value of collateral needed for a loan, Working capital financed by banks

Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX. Natural and man-made environmental resources – fresh water, clean air, forests, grasslands, marine resources, and agro-ecosystems – provide sustenance and a foundation for social and economic development. The need to safeguard these resources crosses all borders. Today, the World Bank is one of the key promoters and financiers of environmental upgrading in the developing world. Data here cover forests, biodiversity, emissions, and pollution. Other indicators relevant to the environment are found under data pages for Agriculture & Rural Development, Energy & Mining, Infrastructure, and Urban Development. Indicators: Access to clean fuels and technologies for cooking, Access to electricity, Adjusted net savings, Adjusted savings, Agricultural land, Agricultural methane emissions, Agricultural nitrous oxide emissions, Annual freshwater withdrawals, Aquaculture production, Arable land, Average precipitation in depth, Bird species, CO2 emissions, CO2 emissions from gaseous fuel consumption, CO2 emissions from liquid fuel consumption, CO2 emissions from solid fuel consumption, Capture fisheries production, Coal rents, Droughts, Energy intensity level of primary energy, Energy related methane emissions, Fish species, Forest area, Forest rents, GHG net emissions/removals by LUCF, Land area, Land area where elevation is below 5 meters, Mammal species, Methane emissions, Methane emissions in energy sector, Mineral rents, Mortality rate attributed to household and ambient air pollution, Mortality rate attributed to unintentional poisoning, Mortality rate attributed to unsafe water, Natural gas rents, Nitrous oxide emissions, Nitrous oxide emissions in energy sector, Oil rents, Other greenhouse gas emissions, PM2.5 air pollution, People practicing open defecation, People using at least basic drinking water services, People using at least basic sanitation services, People using safely managed sanitation services, People with basic handwashing facilities including soap and water, Plant species, Population living in areas where elevation is below 5 meters, Population living in slums, Renewable electricity output, Renewable energy consumption, Renewable internal freshwater resources, Renewable internal freshwater resources per capita, Rural land area, Rural land area where elevation is below 5 meters, Rural population living in areas where elevation is below 5 meters, Surface area, Terrestrial and marine protected areas, Terrestrial protected areas, Total fisheries production, Total greenhouse gas emissions, Total natural resources rents, Urban land area, Urban land area where elevation is below 5 meters, Urban population living in areas where elevation is below 5 meters, Water productivity

Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX. The world economy needs ever-increasing amounts of energy to sustain economic growth, raise living standards, and reduce poverty. But today's trends in energy use are not sustainable. As the world's population grows and economies become more industrialized, nonrenewable energy sources will become scarcer and more costly. Data here on energy production, use, dependency, and efficiency are compiled by the World Bank from the International Energy Agency and the Carbon Dioxide Information Analysis Center. Indicators: Access to electricity, Adjusted savings, CO2 emissions from gaseous fuel consumption, CO2 emissions from liquid fuel consumption, Energy intensity level of primary energy, Energy related methane emissions, Firms using banks to finance investment, Fuel exports, Fuel imports, Investment in energy with private participation, Methane emissions in energy sector, Mineral rents, Natural gas rents, Nitrous oxide emissions in energy sector, Oil rents, Ores and metals exports, Ores and metals imports, Pump price for diesel fuel, Pump price for gasoline, Renewable electricity output, Renewable energy consumption, Time required to get electricity, Time to obtain an electrical connection, Total natural resources rents, Value lost due to electrical outages

Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX. Improving health is central to the Millennium Development Goals, and the public sector is the main provider of health care in developing countries. To reduce inequities, many countries have emphasized primary health care, including immunization, sanitation, access to safe drinking water, and safe motherhood initiatives. Data here cover health systems, disease prevention, reproductive health, nutrition, and population dynamics. Data are from the United Nations Population Division, World Health Organization, United Nations Children's Fund, the Joint United Nations Programme on HIV/AIDS, and various other sources. Indicators: ARI treatment, Acceptability of media messages on family planning, Adolescent fertility rate, Adults, Age dependency ratio, Antenatal care, Anti-malarial drug use by pregnant women, Antiretroviral therapy coverage, Antiretroviral therapy coverage for PMTCT, Assistance during delivery, Birth rate, Births attended by skilled health staff, Breastfeeding, Cause of death, Children, Children with fever receiving antimalarial drugs, Community health workers, Completeness of birth registration, Components of antenatal care, Condom use, Consumption of iodized salt, Contraceptive prevalence, Current health expenditure, Current health expenditure per capita, Current use of contraception, Death rate, Demand for family planning satisfied by modern methods, Depth of hunger, Desire to stop, Diabetes prevalence, Diarrhea treatment, Domestic general government health expenditure, Domestic general government health expenditure per capita, Domestic private health expenditure, Domestic private health expenditure per capita, Exclusive breastfeeding, External health expenditure, External health expenditure per capita, Family planning messages in print, Female genital mutilation prevalence, Female headed households, Fertility planning status, Fertility rate, Health expenditure, Heard family planning on radio and television, Hospital beds, Household posession of mosquito nets, Immunization, Incidence of HIV, Incidence of malaria, Incidence of tuberculosis, Increase in poverty gap at $1.90, Increase in poverty gap at $3.10, Infant mortality rate, International migrant stock, Knowledge of contraception, Knowledge of diarrhea care, Life expectancy at birth, Lifetime risk of maternal death, Low-birthweight babies, Malnourished children, Malnourished women, Maternal mortality ratio, Mean ideal number of children, Mean number of children ever born to women aged 40-49, Median age at first birth, Median age at first marriage, Median age at first sexual intercourse, Median birth interval, Mortality caused by road traffic injury, Mortality from CVD, Mortality rate, Mortality rate attributed to household and ambient air pollution, Mortality rate attributed to unintentional poisoning, Mortality rate attributed to unsafe water, Mosquito net use by children, Mosquito net use by pregnant women, Net migration, Newborns protected against tetanus, Number of deaths ages 5-14 years, Number of infant deaths, Number of maternal deaths, Number of neonatal deaths, Number of people pushed below the $1.90, Number of people pushed below the $3.10, Number of people spending more than 10% of household consumption or income on out-of-pocket health care expenditure, Number of people spending more than 25% of household consumption or income on out-of-pocket health care expenditure, Number of under-five deaths, Nurses and midwives, Out-of-pocket expenditure, Out-of-pocket expenditure per capita, People practicing open defecation, People using at least basic drinking water services, People using at least basic sanitation services, People using safely managed sanitation services, People with basic handwashing facilities including soap and water, Physicians, Place of delivery, Population, Population ages 0-14, Population ages 00-04, Population ages 05-09, Population ages 10-14, Population ages 15-19, Population ages 15-64, Population ages 20-24, Population ages 25-29, Population ages 30-34, Population ages 35-39, Population ages 40-44, Population ages 45-49, Population ages 50-54, Population ages 55-59, Population ages 60-64, Population ages 65 and above, Population ages 65-69, Population ages 70-74, Population ages 75-79, Population ages 80 and above, Population growth, Pregnant women receiving prenatal care, Prevalence of HIV, Prevalence of acute respiratory infection, Prevalence of anemia among children, Prevalence of anemia among non-pregnant women, Prevalence of anemia among pregnant women, Prevalence of anemia among women of reproductive age, Prevalence of children with fever, Prevalence of diarrhea, Prevalence of overweight, Prevalence of severe wasting, Prevalence of stunting, Prevalence of undernourishment, Prevalence of underweight, Prevalence of wasting, Probability of dying at age 5-14 years, Problems in accessing health care, Proportion of population pushed below the $1.90, Proportion of population pushed below the $3.10, Proportion of population spending more than 10% of household consumption or income on out-of-pocket health care expenditure, Proportion of population spending more than 25% of household consumption or income on out-of-pocket health care expenditure, Proportion of women subjected to physical and/or sexual violence in the last 12 months, Refugee population by country or territory of asylum, Refugee population by country or territory of origin, Risk of catastrophic expenditure for surgical care, Risk of impoverishing expenditure for surgical care, Sex ratio at birth, Smoking, Smoking prevalence, Specialist surgical workforce, Suicide mortality rate, Survival to age 65, Teenage mothers, Teenage pregnancy and motherhood, Tetanus toxoid vaccination, Total alcohol consumption per capita, Total fertility rate, Total wanted fertility rate, Treatment of acute respiratory infection, Treatment of diarrhea, Treatment of fever, Tuberculosis case detection rate, Tuberculosis treatment success rate, UHC service coverage index, Under-5 mortality rate, Unmet need for contraception, Unmet need for family planning, Use of insecticide-treated bed nets, Vaccinations, Vitamin A supplementation coverage rate, Vitamin A supplements for children, Vitamin A supplements for postpartum women, Wanted fertility rate, Women who believe a husband is justified in beating his wife, 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 when she refuses sex with him, Women who were first married by age 15, Women who were first married by age 18, Women's share of population ages 15+ living with HIV

Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX. The supply of labor available in an economy includes people who are employed, those who are unemployed but seeking work, and first-time job-seekers. Not everyone who works is included: unpaid workers, family workers, and students are often omitted, while some countries do not count members of the armed forces. Data on labor and employment are compiled by the International Labour Organization (ILO) from labor force surveys, censuses, establishment censuses and surveys, and administrative records such as employment exchange registers and unemployment insurance schemes. Indicators: Adequacy of benefits, Adequacy of benefits in 1st quintile, Adequacy of benefits in 2nd quintile, Adequacy of benefits in 3rd quintile, Adequacy of benefits in 4th quintile, Adequacy of benefits in 5th quintile, Adequacy of benefits in extreme poor, Adequacy of social insurance programs, Adequacy of social protection and labor programs, Average per capita transfer - All Social Insurance, Average per capita transfer - All Social Insurance -rural, Average per capita transfer - All Social Insurance -urban, Average per capita transfer - Domestic Private Transfers, Average per capita transfer - Domestic Private Transfers -rural, Average per capita transfer - Domestic Private Transfers -urban, Average per capita transfer - International Private Transfers, Average per capita transfer - International Private Transfers -rural, Average per capita transfer - International Private Transfers -urban, Average per capita transfer -All Social Protection and Labor, Average per capita transfer -All Social Protection and Labor -rural, Average per capita transfer -All Social Protection and Labor -urban, Average per capita transfer held by 1st quintile, Average per capita transfer held by 2nd quintile - All Social Insurance, Average per capita transfer held by 2nd quintile - All Social Insurance -rural, Average per capita transfer held by 2nd quintile - All Social Insurance -urban, Average per capita transfer held by 2nd quintile - Domestic Private Transfers, Average per capita transfer held by 2nd quintile - Domestic Private Transfers -rural, Average per capita transfer held by 2nd quintile - Domestic Private Transfers -urban, Average per capita transfer held by 2nd quintile - International Private Transfers, Average per capita transfer held by 2nd quintile - International Private Transfers -rural, Average per capita transfer held by 2nd quintile - International Private Transfers -urban, Average per capita transfer held by 2nd quintile -All Social Protection and Labor, Average per capita transfer held by 2nd quintile -All Social Protection and Labor -rural, Average per capita transfer held by 2nd quintile -All Social Protection and Labor -urban, Average per capita transfer held by 3rd quintile - All Social Insurance, Average per capita transfer held by 3rd quintile - All Social Insurance -rural, Average per capita transfer held by 3rd quintile - All Social Insurance -urban, Average per capita transfer held by 3rd quintile - Domestic Private Transfers, Average per capita transfer held by 3rd quintile - Domestic Private Transfers -rural, Average per capita transfer held by 3rd quintile - Domestic Private Transfers -urban, Average per capita transfer held by 3rd quintile - International Private Transfers, Average per capita transfer held by 3rd quintile - International Private Transfers -rural, Average per capita transfer held by 3rd quintile - International Private Transfers -urban, Average per capita transfer held by 3rd quintile -All Social Protection and Labor, Average per capita transfer held by 3rd quintile -All Social Protection and Labor -rural, Average per capita transfer held by 3rd quintile -All Social Protection and Labor -urban, Average per capita transfer held by 4th quintile - All Social Insurance, Average per capita transfer held by 4th quintile - All Social Insurance -rural, Average per capita transfer held by 4th quintile - All Social Insurance -urban, Average per capita transfer held by 4th quintile - Domestic Private Transfers, Average per capita transfer held by 4th quintile - Domestic Private Transfers -rural, Average per capita transfer held by 4th quintile - Domestic Private Transfers -urban, Average per capita transfer held by 4th quintile - International Private Transfers, Average per capita transfer held by 4th quintile - International Private Transfers -rural, Average per capita transfer held by 4th quintile - International Private Transfers -urban, Average per capita transfer held by 4th quintile -All Social Protection and Labor, Average per capita transfer held by 4th quintile -All Social Protection and Labor -rural, Average per capita transfer held by 4th quintile -All Social Protection and Labor -urban, Average per capita transfer held by 5th quintile, Average per capita transfer held by extreme poor, Average working hours of children, Beneficiary incidence in 1st quintile, Beneficiary incidence in 2nd quintile, Beneficiary incidence in 3rd quintile, Beneficiary incidence in 4th quintile, Beneficiary incidence in 5th quintile, Beneficiary incidence in extreme poor, Benefit incidence of social insurance programs to poorest quintile, Benefit incidence of social protection and labor programs to poorest quintile, Benefit-cost ratio - All Social Insurance - 1st quintile, Benefit-cost ratio - All Social Insurance -1st quintile, Benefit-cost ratio - All Social Insurance -extreme poor, Benefit-cost ratio - All Social Protection and Labor - 1st quintile, Benefit-cost ratio - All Social Protection and Labor -1st quintile, Benefit-cost ratio - All Social Protection and Labor -extreme poor, Benefit-cost ratio - Domestic Private Transfers - 1st quintile, Benefit-cost ratio - Domestic Private Transfers -1st quintile, Benefit-cost ratio - Domestic Private Transfers -extreme poor, Benefit-cost ratio - International Private Transfers - 1st quintile, Benefit-cost ratio - International Private Transfers -1st quintile, Benefit-cost ratio - International Private Transfers -extreme poor, Benefits incidence in 1st quintile, Benefits incidence in 2nd quintile, Benefits incidence in 3rd quintile, Benefits incidence in 4th quintile, Benefits incidence in 5th quintile, Benefits incidence in extreme poor, Child employment in agriculture, Child employment in manufacturing, Child employment in services, Children in employment, Contributing family workers, Coverage, Coverage in 1st quintile, Coverage in 2nd quintile, Coverage in 3rd quintile, Coverage in 4th quintile, Coverage in 5th quintile, Coverage in extreme poor, Coverage of social insurance programs, Coverage of social insurance programs in 2nd quintile, Coverage of social insurance programs in 3rd quintile, Coverage of social insurance programs in 4th quintile, Coverage of social insurance programs in poorest quintile, Coverage of social insurance programs in richest quintile, Coverage of social protection and labor programs, Employers, Employment in agriculture, Employment in industry, Employment in services, Employment to population ratio, GDP per person employed, Gini inequality index reduction, Informal employment, Labor force, Labor force participation rate, Labor force participation rate for ages 15-24, Labor force with advanced education, Labor force with basic education, Labor force with intermediate education, Part time employment, Population in extreme poor, Population in the 1st quintile, Population not receiving Social Protection, Population only receiving All Social Insurance, Population receiving only 1 program, Poverty Gap reduction, Poverty Headcount reduction, Ratio of female to male labor force participation rate, Self-employed, Share of youth not in education, Unemployment, Unemployment with advanced education, Unemployment with basic education, Unemployment with intermediate education, Vulnerable employment, Wage and salaried workers

Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX. Infrastructure helps determine the success of manufacturing and agricultural activities. Investments in water, sanitation, energy, housing, and transport also improve lives and help reduce poverty. And new information and communication technologies promote growth, improve delivery of health and other services, expand the reach of education, and support social and cultural advances. Data here are compiled from such sources as the International Road Federation, Containerisation International, the International Civil Aviation Organization, the International Energy Association, and the International Telecommunications Union. Indicators: Air transport, Annual freshwater withdrawals, Annual investment in telecommunications, Fixed broadband subscriptions, Fixed telephone subscriptions, Households with television, ICT goods exports, ICT goods imports, ICT service exports, Individuals using the Internet, International Internet bandwidth, Investment in energy with private participation, Investment in transport with private participation, Mobile and fixed-line telephone subscribers, Mobile cellular subscriptions, Motor vehicles, Passenger cars, Personal computers, Public private partnerships investment in energy, Public private partnerships investment in transport, Quality of port infrastructure, Rail lines, Railways, Renewable internal freshwater resources, Renewable internal freshwater resources per capita, Revenue from all telecommunication services, Road density, Roads, Secure Internet servers, Vehicles

Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX. For countries with an active poverty monitoring program, the World Bank—in collaboration with national institutions, other development agencies, and civil society—regularly conducts analytical work to assess the extent and causes of poverty and inequality, examine the impact of growth and public policy, and review household survey data and measurement methods. Data here includes poverty and inequality measures generated from analytical reports, from national poverty monitoring programs, and from the World Bank’s Development Research Group which has been producing internationally comparable and global poverty estimates and lines since 1990. Indicators: GINI index, Income share held by fourth 20%, Income share held by highest 10%, Income share held by highest 20%, Income share held by lowest 10%, Income share held by lowest 20%, Income share held by second 20%, Income share held by third 20%, Population living in slums, Poverty gap at $1.90 a day, Poverty gap at $3.20 a day, Poverty gap at $5.50 a day, Poverty headcount ratio at $1.90 a day, Poverty headcount ratio at $3.20 a day, Poverty headcount ratio at $5.50 a day, Poverty headcount ratio at national poverty lines

Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX. Gender equality is a core development objective in its own right. It is also smart development policy and sound business practice. It is integral to economic growth, business growth and good development outcomes. Gender equality can boost productivity, enhance prospects for the next generation, build resilience, and make institutions more representative and effective. In December 2015, the World Bank Group Board discussed our new Gender Equality Strategy 2016-2023, which aims to address persistent gaps and proposed a sharpened focus on more and better gender data. The Bank Group is continually scaling up commitments and expanding partnerships to fill significant gaps in gender data. The database hosts the latest sex-disaggregated data and gender statistics covering demography, education, health, access to economic opportunities, public life and decision-making, and agency. Indicators: Access to anti-retroviral drugs, Adjusted net enrollment rate, Adolescent fertility rate, Age at first marriage, Age population, Births attended by skilled health staff, Cause of death, Child employment in agriculture, Child employment in manufacturing, Child employment in services, Children in employment, Children out of school, Condom use, Contraceptive prevalence, Contributing family workers, Decision maker about Visits to her family or relatives, Decision maker about a woman's own health care, Decision maker about a woman's visits to her family or relatives, Decision maker about major household purchases, Demand for family planning satisfied by any methods, Educational attainment, Employers, Employment in agriculture, Employment in industry, Employment in services, Employment to population ratio, Female headed households, Female migrants, Fertility rate, Firms with female participation in ownership, Firms with female top manager, Gross intake ratio in first grade of primary education, Households with water 30 minutes or longer away round trip, Households with water less than 30 minutes away round trip, Households with water on the premises, Labor force, Labor force participation rate, Law mandates equal remuneration for females and males for work of equal value, Law mandates nondiscrimination based on gender in hiring, Law mandates paid or unpaid maternity leave, Law prohibits or invalidates child or early marriage, Legislation exists on domestic violence, Legislation explicitly criminalizes marital rape, Legislation specifically addresses sexual harassment, Life expectancy at age 60, Life expectancy at birth, Lifetime risk of maternal death, Literacy rate, Location of cooking, Main cooking fuel, Married men and married women have equal ownership rights to property, Married women are required by law to obey their husbands, Married women can obtain a national ID card in the same way as married men, Maternal mortality ratio, Maternity leave, Maternity leave benefits, Mortality rate, Mothers are guaranteed an equivalent position after maternity leave, Net intake rate in grade 1, Nondiscrimination clause mentions gender in the constitution, Nonpregnant and nonnursing women can do the same jobs as men, Own-account workers, Part time employment, Persistence to grade 5, Persistence to last grade of primary, Pregnant women receiving prenatal care, Prevalence of HIV, Prevalence of obesity, Prevalence of underweight, Primary completion rate, Primary education, Progression to secondary school, Proportion of seats held by women in national parliaments, Proportion of women in ministerial level positions, Proportion of women subjected to physical and/or sexual violence in the last 12 months, Ratio of female to male youth unemployment rate, Repeaters, Rural population, School enrollment, School life expectancy, Secondary education, Self-employed, Smoking prevalence, Survival to age 65, Teenage mothers, Trained teachers in primary education, Unemployment, Urban population, Vulnerable employment, Wage and salaried workers, Wanted fertility rate, Women making their own informed decisions regarding sexual relations, Women participating in decision of visits to family, Women participating in decision of what food to cook daily, Women participating in making daily purchase decisions, Women participating in making major household purchase decisions, Women participating in none of the three decisions, Women participating in own health care decisions, Women participating in the three decisions, Women who believe a husband is justified in beating his wife, 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 when she refuses sex with him, Women who believe a wife is justified refusing sex with her husband for all of the reasons, Women who believe a wife is justified refusing sex with her husband for none of the reasons, Women who believe a wife is justified refusing sex with her husband if she has recently given birth, Women who believe a wife is justified refusing sex with her husband if she is tired or not in the mood, Women who believe a wife is justified refusing sex with her husband if she knows he has sex with other women, Women who believe a wife is justified refusing sex with her husband if she knows he has sexually transmitted disease, Women who were first married by age 15, Women who were first married by age 18, Women's share of population ages 15+ living with HIV

Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX. Climate change is expected to hit developing countries the hardest. Its effects—higher temperatures, changes in precipitation patterns, rising sea levels, and more frequent weather-related disasters—pose risks for agriculture, food, and water supplies. At stake are recent gains in the fight against poverty, hunger and disease, and the lives and livelihoods of billions of people in developing countries. Addressing climate change requires unprecedented global cooperation across borders. The World Bank Group is helping support developing countries and contributing to a global solution, while tailoring our approach to the differing needs of developing country partners. Data here cover climate systems, exposure to climate impacts, resilience, greenhouse gas emissions, and energy use. Other indicators relevant to climate change are found under other data pages, particularly Environment, Agriculture & Rural Development, Energy & Mining, Health, Infrastructure, Poverty, and Urban Development. Indicators: Access to electricity, Agricultural land, Agriculture, Annual freshwater withdrawals, Arable land, Average precipitation in depth, CO2 emissions, CO2 emissions from gaseous fuel consumption, CO2 emissions from liquid fuel consumption, CO2 emissions from solid fuel consumption, CPIA public sector management and institutions cluster average, Cereal yield, Community health workers, Droughts, Ease of doing business index, Foreign direct investment, Forest area, GHG net emissions/removals by LUCF, Land area where elevation is below 5 meters, Methane emissions, Mortality rate, Nitrous oxide emissions, Other greenhouse gas emissions, Population, Population growth, Population in urban agglomerations of more than 1 million, Population living in areas where elevation is below 5 meters, Poverty headcount ratio at $1.90 a day, Prevalence of underweight, Primary completion rate, Renewable electricity output, Renewable energy consumption, Roads, Rural land area where elevation is below 5 meters, Rural population living in areas where elevation is below 5 meters, School enrollment, Terrestrial and marine protected areas, Terrestrial protected areas, Total greenhouse gas emissions, Urban land area where elevation is below 5 meters, Urban population, Urban population growth, Urban population living in areas where elevation is below 5 meters

Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX. Cities can be tremendously efficient. It is easier to provide water and sanitation to people living closer together, while access to health, education, and other social and cultural services is also much more readily available. However, as cities grow, the cost of meeting basic needs increases, as does the strain on the environment and natural resources. Data on urbanization, traffic and congestion, and air pollution are from the United Nations Population Division, World Health Organization, International Road Federation, World Resources Institute, and other sources. Indicators: Access to electricity, Mortality caused by road traffic injury, Motor vehicles, PM2.5 air pollution, Passenger cars, Population density, Population in largest city, Population in the largest city, Population in urban agglomerations of more than 1 million, Population living in slums, Pump price for diesel fuel, Pump price for gasoline, Urban land area, Urban land area where elevation is below 5 meters, Urban population, Urban population growth, Urban population living in areas where elevation is below 5 meters, Vehicles

Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX. Indicators: Debt relief committed under HIPC and MDRI initiatives, Debt relief committed under HIPC initiative, Debt relief delivered in full under MDRI initiative, Mosquito net use by children, Status under enhanced HIPC initiative

Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX. Private markets drive economic growth, tapping initiative and investment to create productive jobs and raise incomes. Trade is also a driver of economic growth as it integrates developing countries into the world economy and generates benefits for their people. Data on the private sector and trade are from the World Bank Group's Private Participation in Infrastructure Project Database, Enterprise Surveys, and Doing Business Indicators, as well as from the International Monetary Fund's Balance of Payments database and International Financial Statistics, the UN Commission on Trade and Development, the World Trade Organization, and various other sources. Indicators: Agricultural raw materials exports, Agricultural raw materials imports, Average number of visits or required meetings with tax officials, Average time to clear exports through customs, Binding coverage, Bound rate, Bribery incidence, Burden of customs procedure, Business extent of disclosure index, Commercial service exports, Commercial service imports, Computer, Cost of business start-up procedures, Cost to export, Cost to get electricity connection, Cost to import, Depth of credit information index, Domestic credit to private sector, Ease of doing business index, Ease of doing business score, Export value index, Export volume index, Firms competing against unregistered firms, Firms expected to give gifts in meetings with tax officials, Firms formally registered when operations started, Firms offering formal training, Firms that do not report all sales for tax purposes, Firms using banks to finance investment, Firms using banks to finance working capital, Firms with female participation in ownership, Firms with female top manager, Food exports, Food imports, Fuel exports, Fuel imports, Getting electricity, High-technology exports, ICT goods exports, ICT goods imports, ISO certification ownership, Import value index, Import volume index, Informal payments to public officials, Insurance and financial services, International tourism, Investment in energy with private participation, Investment in transport with private participation, Labor tax and contributions, Lead time to export, Lead time to import, Logistics performance index, Losses due to theft and vandalism, Manufactures exports, Manufactures imports, Merchandise exports, Merchandise exports by the reporting economy, Merchandise exports to economies in the Arab World, Merchandise exports to high-income economies, Merchandise exports to low- and middle-income economies in East Asia & Pacific, Merchandise exports to low- and middle-income economies in Europe & Central Asia, Merchandise exports to low- and middle-income economies in Latin America & the Caribbean, Merchandise exports to low- and middle-income economies in Middle East & North Africa, Merchandise exports to low- and middle-income economies in South Asia, Merchandise exports to low- and middle-income economies in Sub-Saharan Africa, Merchandise exports to low- and middle-income economies outside region, Merchandise exports to low- and middle-income economies within region, Merchandise imports, Merchandise imports by the reporting economy, Merchandise imports from economies in the Arab World, Merchandise imports from high-income economies, Merchandise imports from low- and middle-income economies in East Asia & Pacific, Merchandise imports from low- and middle-income economies in Europe & Central Asia, Merchandise imports from low- and middle-income economies in Latin America & the Caribbean, Merchandise imports from low- and middle-income economies in Middle East & North Africa, Merchandise imports from low- and middle-income economies in South Asia, Merchandise imports from low- and middle-income economies in Sub-Saharan Africa, Merchandise imports from low- and middle-income economies outside region, Merchandise imports from low- and middle-income economies within region, Merchandise trade, Net barter terms of trade index, Ores and metals exports, Ores and metals imports, Other taxes payable by businesses, Power outages in firms in a typical month, Private credit bureau coverage, Procedures required to get electricity, Procedures to build a warehouse, Procedures to register property, Profit tax, Public credit registry coverage, Share of tariff lines with international peaks, Share of tariff lines with specific rates, Start-up procedures to register a business, Strength of legal rights index, Tariff rate, Tax payments, Time required to build a warehouse, Time required to deal with construction permits, Time required to enforce a contract, Time required to get electricity, Time required to obtain an operating license, Time required to register property, Time required to start a business, Time spent dealing with the requirements of government regulations, Time to export, Time to import, Time to obtain an electrical connection, Time to prepare and pay taxes, Time to resolve insolvency, Total tax and contribution rate, Trade in services, Transport services, Travel services, Value lost due to electrical outages

Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX. Effective governments improve people's standard of living by ensuring access to essential services – health, education, water and sanitation, electricity, transport – and the opportunity to live and work in peace and security. Data here includes World Bank staff assessments of country performance in economic management, structural policies, policies for social inclusion and equity, and public sector management and institutions for the poorest countries. Also included are indicators on revenues and expenses from the International Monetary Fund's Government Finance Statistics, and on tax policies from various sources. Indicators: Armed forces personnel, Arms imports, Battle-related deaths, CPIA building human resources rating, CPIA business regulatory environment rating, CPIA debt policy rating, CPIA economic management cluster average, CPIA efficiency of revenue mobilization rating, CPIA equity of public resource use rating, CPIA financial sector rating, CPIA fiscal policy rating, CPIA gender equality rating, CPIA macroeconomic management rating, CPIA policies for social inclusion/equity cluster average, CPIA policy and institutions for environmental sustainability rating, CPIA property rights and rule-based governance rating, CPIA public sector management and institutions cluster average, CPIA quality of budgetary and financial management rating, CPIA quality of public administration rating, CPIA social protection rating, CPIA structural policies cluster average, CPIA trade rating, CPIA transparency, Compensation of employees, Customs and other import duties, Expense, Goods and services expense, Grants and other revenue, IDA resource allocation index, Interest payments, Internally displaced persons, Law mandates equal remuneration for females and males for work of equal value, Law mandates nondiscrimination based on gender in hiring, Law mandates paid or unpaid maternity leave, Law prohibits or invalidates child or early marriage, Legislation exists on domestic violence, Methodology assessment of statistical capacity, Military expenditure, Mothers are guaranteed an equivalent position after maternity leave, Net acquisition of financial assets, Net incurrence of liabilities, Net investment in nonfinancial assets, Net lending, Nondiscrimination clause mentions gender in the constitution, Nonpregnant and nonnursing women can do the same jobs as men, Other expense, Other taxes, Periodicity and timeliness assessment of statistical capacity, Presence of peace keepers, Proportion of seats held by women in national parliaments, Public credit registry coverage, Revenue, Source data assessment of statistical capacity, Statistical Capacity score, Strength of legal rights index, Subsidies and other transfers, Tax payments, Tax revenue, Taxes on exports, Taxes on goods and services, Taxes on income, Taxes on international trade, Time to prepare and pay taxes, Total tax and contribution rate

Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX. Data here cover child labor, gender issues, refugees, and asylum seekers. Children in many countries work long hours, often combining studying with work for pay. The data on their paid work are from household surveys conducted by the International Labour Organization (ILO), the United Nations Children's Fund (UNICEF), the World Bank, and national statistical offices. Gender disparities are measured using a compilation of data on key topics such as education, health, labor force participation, and political participation. Data on refugees are from the United Nations High Commissioner for Refugees complemented by statistics on Palestinian refugees under the mandate of the United Nations Relief and Works Agency. Indicators: Adolescent fertility rate, Children in employment, Labor force participation rate, Labor force participation rate for ages 15-24, Life expectancy at birth, Literacy rate, Prevalence of HIV, Proportion of seats held by women in national parliaments, Refugee population by country or territory of asylum, Refugee population by country or territory of origin, School enrollment, Unemployment, Vulnerable employment

Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX. Technological innovation, often fueled by governments, drives industrial growth and helps raise living standards. Data here aims to shed light on countries technology base: research and development, scientific and technical journal articles, high-technology exports, royalty and license fees, and patents and trademarks. Sources include the UNESCO Institute for Statistics, the U.S. National Science Board, the UN Statistics Division, the International Monetary Fund, and the World Intellectual Property Organization. Indicators: Charges for the use of intellectual property, High-technology exports, Patent applications, Research and development expenditure, Researchers in R&D, Scientific and technical journal articles, Technicians in R&D, Trademark applications

Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX. Debt statistics provide a detailed picture of debt stocks and flows of developing countries. Data presented as part of the Quarterly External Debt Statistics takes a closer look at the external debt of high-income countries and emerging markets to enable a more complete understanding of global financial flows. The Quarterly Public Sector Debt database provides further data on public sector valuation methods, debt instruments, and clearly defined tiers of debt for central, state and local government, as well as extra-budgetary agencies and funds. Data are gathered from national statistical organizations and central banks as well as by various major multilateral institutions and World Bank staff. Indicators: Average grace period on new external debt commitments, Average grant element on new external debt commitments, Average interest on new external debt commitments, Average maturity on new external debt commitments, Commercial banks and other lending, Commitments, Concessional debt, Currency composition of PPG debt, Current account balance, Debt buyback, Debt forgiveness grants, Debt forgiveness or reduction, Debt service, Debt service on external debt, Debt stock reduction, Debt stock rescheduled, Disbursements on external debt, EBRD, Exports of goods, External debt stocks, Foreign direct investment, GG, GNI, Grants, IBRD loans and IDA credits, IDA grants, IFC, IMF charges, IMF purchases, IMF repurchases, IMF repurchases and charges, Imports of goods, Interest arrears, Interest forgiven, Interest payments on external debt, Interest rescheduled, Multilateral debt, Multilateral debt service, Net ODA received, Net ODA received per capita, Net change in interest arrears, Net financial flows, Net flows on external debt, Net official development assistance received, Net transfers on external debt, OPS, PNG, PPG, PRVG, PS, Personal remittances, Portfolio equity, Portfolio investment, Present value of external debt, Primary income on FDI, Principal arrears, Principal forgiven, Principal repayments on external debt, Principal rescheduled, Public and publicly guaranteed debt service, Residual, Short-term debt, Technical cooperation grants, Total amount of debt rescheduled, Total change in external debt stocks, Total debt service, Undisbursed external debt, Use of IMF credit

Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX. Economic growth is central to economic development. When national income grows, real people benefit. While there is no known formula for stimulating economic growth, data can help policy-makers better understand their countries' economic situations and guide any work toward improvement. Data here covers measures of economic growth, such as gross domestic product (GDP) and gross national income (GNI). It also includes indicators representing factors known to be relevant to economic growth, such as capital stock, employment, investment, savings, consumption, government spending, imports, and exports. Indicators: 2005 PPP conversion factor, Adjusted net national income, Adjusted net national income per capita, Adjusted net savings, Adjusted savings, Agriculture, Changes in inventories, Charges for the use of intellectual property, Communications, Current account balance, DEC alternative conversion factor, Discrepancy in expenditure estimate of GDP, Expense, Exports as a capacity to import, Exports of goods, Exports of goods and services, External balance on goods and services, External debt stocks, Final consumption expenditure, Foreign direct investment, GDP, GDP deflator, GDP growth, GDP per capita, GDP per capita growth, GNI, GNI growth, GNI per capita, GNI per capita growth, General government final consumption expenditure, Goods exports, Goods imports, Grants, Gross capital formation, Gross domestic income, Gross domestic savings, Gross fixed capital formation, Gross national expenditure, Gross national expenditure deflator, Gross national income, Gross savings, Gross value added at basic prices, Households and NPISHs Final consumption expenditure, Households and NPISHs Final consumption expenditure per capita, Households and NPISHs Final consumption expenditure per capita growth, Households and NPISHs final consumption expenditure, ICT service exports, Imports of goods, Imports of goods and services, Industry, Inflation, Insurance and financial services, Interest payments on external debt, Manufacturing, Net ODA received, Net ODA received per capita, Net capital account, Net errors and omissions, Net financial account, Net official development assistance received, Net primary income, Net secondary income, Net trade in goods, Net trade in goods and services, ODA aid disbursements for Malaria control, ODA aid disbursements for STD control including HIV/AIDS, ODA aid disbursements for Social mitigation of HIV/AIDS, PPP conversion factor, Personal remittances, Personal transfers, Portfolio equity, Portfolio investment, Present value of external debt, Price level ratio of PPP conversion factor, Primary income on FDI, Primary income payments, Primary income receipts, Private capital flows, Reserves and related items, Revenue, Secondary income, Secondary income receipts, Service exports, Service imports, Services, Short-term debt, Taxes less subsidies on products, Technical cooperation grants, Terms of trade adjustment, Total debt service, Trade, Trade in services, Transport services, Travel services

Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX. For the 70 percent of the world's poor who live in rural areas, agriculture is the main source of income and employment. But depletion and degradation of land and water pose serious challenges to producing enough food and other agricultural products to sustain livelihoods here and meet the needs of urban populations. Data presented here include measures of agricultural inputs, outputs, and productivity compiled by the UN's Food and Agriculture Organization. Indicators: Access to electricity, Agricultural land, Agricultural machinery, Agricultural methane emissions, Agricultural nitrous oxide emissions, Agricultural raw materials exports, Agricultural raw materials imports, Agriculture, Annual freshwater withdrawals, Arable land, Average precipitation in depth, Cereal production, Cereal yield, Crop production index, Economically active population in agriculture, Employment in agriculture, Fertilizer consumption, Food production index, Forest area, Land area, Land under cereal production, Livestock production index, Permanent cropland, Rural land area, Rural land area where elevation is below 5 meters, Rural population, Rural population growth, Rural population living in areas where elevation is below 5 meters, Surface area

Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX. Aid effectiveness is the impact that aid has in reducing poverty and inequality, increasing growth, building capacity, and accelerating achievement of the Millennium Development Goals set by the international community. Indicators here cover aid received as well as progress in reducing poverty and improving education, health, and other measures of human welfare. Indicators: Debt forgiveness grants, Grants, IDA grants, Incidence of tuberculosis, Income share held by lowest 20%, Maternal mortality ratio, Mortality rate, Net ODA received, Net ODA received per capita, Net bilateral aid flows from DAC donors, Net migration, Net official development assistance and official aid received, Net official development assistance received, Net official flows from UN agencies, Poverty headcount ratio at $1.90 a day, Pregnant women receiving prenatal care, Prevalence of HIV, Prevalence of stunting, Primary completion rate, School enrollment, Technical cooperation grants, Vulnerable employment

FAO statistics collates and disseminates food and agricultural statistics globally. The division develops methodologies and standards for data collection, and holds regular meetings and workshops to support member countries develop statistical systems. We produce publications, working papers and statistical yearbooks that cover food security, prices, production and trade and agri-environmental statistics.