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  • 1400+ Downloads
    Updated January 22, 2020 | Dataset date: Jan 22, 2020
    This dataset updates: Every day
    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.
  • 100+ Downloads
    Updated January 19, 2020 | Dataset date: Jan 1, 1999-Dec 31, 2018
    This dataset updates: Every year
    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.
  • 5600+ Downloads
    Updated January 19, 2020 | Dataset date: Jan 1, 1990-Jan 15, 2020
    This dataset updates: Every week
    This dataset contains Global Food Prices data from the World Food Programme covering foods such as maize, rice, beans, fish, and sugar for 76 countries and some 1,500 markets. It is updated weekly but contains to a large extent monthly data. The data goes back as far as 1992 for a few countries, although many countries started reporting from 2003 or thereafter.
  • 300+ Downloads
    Updated January 19, 2020 | Dataset date: Jan 15, 2006-Dec 15, 2019
    This dataset updates: Every week
    This dataset contains Food Prices data for Lao People's Democratic Republic. Food prices data comes from the World Food Programme and covers foods such as maize, rice, beans, fish, and sugar for 76 countries and some 1,500 markets. It is updated weekly but contains to a large extent monthly data. The data goes back as far as 1992 for a few countries, although many countries started reporting from 2003 or thereafter.
  • Updated January 13, 2020 | Dataset date: Nov 16, 2015-Dec 31, 2027
    This dataset updates: Live
    List of aid activities by InterAction members in Laos. Source: http://ngoaidmap.org/location/gn_1655842
  • 10+ Downloads
    Updated January 2, 2020 | Dataset date: Jan 2, 2020
    This dataset updates: Every month
    OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching: building IS NOT NULL Features may have these attributes: addr:housenumber office source addr:full addr:city building:materials addr:street name building building:levels This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
  • Updated January 2, 2020 | Dataset date: Jan 2, 2020
    This dataset updates: Every month
    OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching: aeroway IS NOT NULL OR building = 'aerodrome' OR emergency:helipad IS NOT NULL OR emergency = 'landing_site' Features may have these attributes: aeroway emergency source operator:type addr:full addr:city emergency:helipad capacity:persons name building This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
  • 60+ Downloads
    Updated January 2, 2020 | Dataset date: Jan 2, 2020
    This dataset updates: Every month
    OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching: highway IS NOT NULL Features may have these attributes: width layer smoothness oneway source lanes bridge highway name surface This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
  • 10+ Downloads
    Updated January 2, 2020 | Dataset date: Jan 2, 2020
    This dataset updates: Every month
    OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching: amenity IS NOT NULL OR man_made IS NOT NULL OR shop IS NOT NULL OR tourism IS NOT NULL Features may have these attributes: rooms addr:housenumber man_made shop opening_hours source tourism addr:full addr:city amenity beds addr:street name This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
  • Updated January 2, 2020 | Dataset date: Jan 2, 2020
    This dataset updates: Every month
    OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching: healthcare IS NOT NULL OR amenity IN ('doctors','dentist','clinic','hospital','pharmacy') Features may have these attributes: source operator:type healthcare addr:full addr:city amenity healthcare:speciality capacity:persons name building This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
  • Updated January 2, 2020 | Dataset date: Jan 2, 2020
    This dataset updates: Every month
    OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching: amenity IN ('mobile_money_agent','bureau_de_change','bank','microfinance','atm','sacco','money_transfer','post_office') Features may have these attributes: source addr:full addr:city operator amenity network name This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
  • Updated January 2, 2020 | Dataset date: Jan 2, 2020
    This dataset updates: Every month
    OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching: amenity IN ('kindergarten','school','college','university') OR building IN ('kindergarten','school','college','university') Features may have these attributes: source operator:type addr:full addr:city amenity capacity:persons name building This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
  • Updated January 2, 2020 | Dataset date: Jan 2, 2020
    This dataset updates: Every month
    OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching: amenity = 'ferry_terminal' OR building = 'ferry_terminal' OR port IS NOT NULL Features may have these attributes: source operator:type addr:full addr:city amenity name building port This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
  • Updated January 2, 2020 | Dataset date: Jan 2, 2020
    This dataset updates: Every month
    OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching: railway IN ('rail','subway','station') Features may have these attributes: ele railway operator:type source addr:full addr:city name layer This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
  • Updated January 2, 2020 | Dataset date: Jan 2, 2020
    This dataset updates: Every month
    OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching: place IN ('isolated_dwelling','town','village','hamlet','city') Features may have these attributes: source population is_in place name This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
  • 50+ Downloads
    Updated January 2, 2020 | Dataset date: Jan 2, 2020
    This dataset updates: Every month
    OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching: waterway IS NOT NULL OR water IS NOT NULL OR natural IN ('water','wetland','bay') Features may have these attributes: width waterway natural source blockage depth covered water name layer tunnel This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
  • 10+ Downloads
    Updated December 4, 2019 | Dataset date: Jan 1, 2008-Dec 31, 2027
    This dataset updates: Live
    List of airports in Lao People's Democratic Republic, with latitude and longitude. Unverified community data from http://ourairports.com/countries/LA/
  • 3000+ Downloads
    Updated November 27, 2019 | Dataset date: Mar 26, 2016
    This dataset updates: Every year
    Laos administrative level 0 (country), 1 (province / khoueng or prefecture / kampheng nakhon), and 2 (district / muang) boundary shapefiles, KMZ files, and EMF files, geodatabase, and gazetteer Vetting and live service provision by Information Technology Outreach Services (ITOS) with funding from USAID. These shapefiles are suitable for database or GIS linkage to the Lao People's Democratic Republic levels 0-2 Population Statistics COD-PS CSV tables.
  • 600+ Downloads
    Updated November 26, 2019 | Dataset date: Nov 26, 2019
    This dataset updates: Every year
    Lao People's Democratic Republic levels 0 (country), 1 (province / khoueng or prefecture / kampheng nakhon), and 2 (district / muang) sex and age disaggregated 2015 population statistics tables. From Lao PDR National Statistics Bureau ITOS Gazetteer and data sheet included. The CSV tables are suitable for database or GIS linkage to the Laos administrative level 0-2 boundaries COD-AB shapefiles. Version history: 26 November 2019 ITOS gazetteer upload 15 November 2018 Initial upload
  • 100+ Downloads
    Updated November 22, 2019 | Dataset date: Jan 1, 1960-Dec 31, 2026
    This dataset updates: Every year
    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.
  • 2700+ Downloads
    Updated November 20, 2019 | Dataset date: Jan 1, 2011-Dec 31, 2018
    This dataset updates: Every year
    Data used to update country toplines in HDX. Contains data from World Bank's data portal.
  • Updated November 19, 2019 | Dataset date: Jan 1, 1960-Dec 31, 2026
    This dataset updates: Every year
    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, Total reserves, Total reserves in months of imports, Undisbursed external debt, Use of IMF credit
  • Updated November 19, 2019 | Dataset date: Jan 1, 1960-Dec 31, 2018
    This dataset updates: Every year
    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, 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, Cause of death, Children, Children with fever receiving antimalarial drugs, Completeness of birth registration, 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, 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, Fertility rate, 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, Life expectancy at birth, Lifetime risk of maternal death, Low-birthweight babies, Malnourished children, Maternal mortality ratio, 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, 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 drinking water 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, 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, 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 prevalence, Specialist surgical workforce, Suicide mortality rate, Survival to age 65, Teenage mothers, Tetanus toxoid vaccination, Total alcohol consumption per capita, Total 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, Women who believe a husband is justified in beating his wife, 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
  • Updated November 19, 2019 | Dataset date: Jan 1, 1990-Dec 31, 2019
    This dataset updates: Every year
    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 - Other Social Insurance, Average per capita transfer - Other Social Insurance -rural, Average per capita transfer - Other Social Insurance -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 - Other Social Insurance, Average per capita transfer held by 2nd quintile - Other Social Insurance -rural, Average per capita transfer held by 2nd quintile - Other Social Insurance -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 - Other Social Insurance, Average per capita transfer held by 3rd quintile - Other Social Insurance -rural, Average per capita transfer held by 3rd quintile - Other Social Insurance -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 - Other Social Insurance, Average per capita transfer held by 4th quintile - Other Social Insurance -rural, Average per capita transfer held by 4th quintile - Other Social Insurance -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, Benefit-cost ratio - Other Social Insurance - 1st quintile, Benefit-cost ratio - Other Social Insurance -1st quintile, Benefit-cost ratio - Other Social Insurance -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, Female share of employment in senior and middle management, 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 2 programs, 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
  • Updated November 19, 2019 | Dataset date: Jan 1, 1991-Dec 31, 2016
    This dataset updates: Every year
    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: High-technology exports, Research and development expenditure, Researchers in R&D, Scientific and technical journal articles, Trademark applications