Botswana

Contains data from the DHS data portal. There is also a dataset containing Botswana - Subnational Demographic and Health Data on HDX. The DHS Program Application Programming Interface (API) provides software developers access to aggregated indicator data from The Demographic and Health Surveys (DHS) Program. The API can be used to create various applications to help analyze, visualize, explore and disseminate data on population, health, HIV, and nutrition from more than 90 countries.

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.

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.

List of aid activities by InterAction members in Botswana. Source: http://ngoaidmap.org/location/gn_933860

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: name building addr:full capacity:persons source operator:type addr:city amenity This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.

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: name building addr:full source operator:type port addr:city amenity This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.

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: name depth natural width waterway layer blockage tunnel water source covered This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.

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:street name building building:materials addr:full office addr:housenumber building:levels addr:city source This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.

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: name building addr:full capacity:persons operator:type aeroway addr:city emergency emergency:helipad source This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.

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: name addr:full source network operator addr:city amenity This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.

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: railway name addr:full operator:type layer addr:city source ele This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.

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: name building addr:full capacity:persons healthcare source healthcare:speciality operator:type addr:city amenity This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.

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: name smoothness lanes highway width bridge surface layer oneway source This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.

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: name is_in population place source This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.

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: addr:street name tourism rooms beds opening_hours man_made shop addr:full addr:housenumber source addr:city amenity This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.

This dataset shows the list of operating health facilities. Attributes included: Name,Nature of Facility, Activities, Lat, Long

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, Climate Change, External Debt, Trade.

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. 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. 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, Labor tax and contributions, 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, New business density, New businesses registered, 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, Central government debt, Compensation of employees, Customs and other import duties, Expense, Goods and services expense, Grants and other revenue, Highest marginal tax rate, Intentional homicides, 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, 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. 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 living in slums, Pump price for diesel fuel, Pump price for gasoline, Urban population, Urban population growth, Urban poverty gap at national poverty lines, Urban poverty headcount ratio at national poverty lines, Vehicles

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 irrigated land, 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, CO2 intensity, Cereal yield, Community health workers, Disaster risk reduction progress score, Droughts, Ease of doing business index, Electric power consumption, Electricity production from coal sources, Electricity production from hydroelectric sources, Electricity production from natural gas sources, Electricity production from nuclear sources, Electricity production from oil sources, Electricity production from renewable sources, Energy use, Foreign direct investment, Forest area, GHG net emissions/removals by LUCF, HFC gas emissions, Methane emissions, Mortality rate, Nitrous oxide emissions, Other greenhouse gas emissions, PFC gas emissions, Population, Population growth, Poverty headcount ratio at $1.90 a day, Prevalence of underweight, Primary completion rate, Renewable electricity output, Renewable energy consumption, Roads, SF6 gas emissions, School enrollment, Terrestrial and marine protected areas, Terrestrial protected areas, Total greenhouse gas emissions, Urban population, Urban population growth

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, 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. 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 protection and labor programs, Adequacy of social safety net programs, Average per capita transfer - All Social Assistance, Average per capita transfer - All Social Assistance -rural, Average per capita transfer - All Social Assistance -urban, Average per capita transfer - Cash Transfer, Average per capita transfer - Cash Transfer -rural, Average per capita transfer - Cash Transfer -urban, Average per capita transfer - School feeding, Average per capita transfer - School feeding -rural, Average per capita transfer - School feeding -urban, Average per capita transfer - Social Pensions, Average per capita transfer - Social Pensions -rural, Average per capita transfer - Social Pensions -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 Assistance, Average per capita transfer held by 2nd quintile - All Social Assistance -rural, Average per capita transfer held by 2nd quintile - All Social Assistance -urban, Average per capita transfer held by 2nd quintile - Cash Transfer, Average per capita transfer held by 2nd quintile - Cash Transfer -rural, Average per capita transfer held by 2nd quintile - Cash Transfer -urban, Average per capita transfer held by 2nd quintile - School feeding, Average per capita transfer held by 2nd quintile - School feeding -rural, Average per capita transfer held by 2nd quintile - School feeding -urban, Average per capita transfer held by 2nd quintile - Social Pensions, Average per capita transfer held by 2nd quintile - Social Pensions -rural, Average per capita transfer held by 2nd quintile - Social Pensions -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 Assistance, Average per capita transfer held by 3rd quintile - All Social Assistance -rural, Average per capita transfer held by 3rd quintile - All Social Assistance -urban, Average per capita transfer held by 3rd quintile - Cash Transfer, Average per capita transfer held by 3rd quintile - Cash Transfer -rural, Average per capita transfer held by 3rd quintile - Cash Transfer -urban, Average per capita transfer held by 3rd quintile - School feeding, Average per capita transfer held by 3rd quintile - School feeding -rural, Average per capita transfer held by 3rd quintile - School feeding -urban, Average per capita transfer held by 3rd quintile - Social Pensions, Average per capita transfer held by 3rd quintile - Social Pensions -rural, Average per capita transfer held by 3rd quintile - Social Pensions -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 Assistance, Average per capita transfer held by 4th quintile - All Social Assistance -rural, Average per capita transfer held by 4th quintile - All Social Assistance -urban, Average per capita transfer held by 4th quintile - Cash Transfer, Average per capita transfer held by 4th quintile - Cash Transfer -rural, Average per capita transfer held by 4th quintile - Cash Transfer -urban, Average per capita transfer held by 4th quintile - School feeding, Average per capita transfer held by 4th quintile - School feeding -rural, Average per capita transfer held by 4th quintile - School feeding -urban, Average per capita transfer held by 4th quintile - Social Pensions, Average per capita transfer held by 4th quintile - Social Pensions -rural, Average per capita transfer held by 4th quintile - Social Pensions -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, 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 protection and labor programs to poorest quintile, Benefit incidence of social safety net programs to poorest quintile, Benefit-cost ratio - All Social Assistance - 1st quintile, Benefit-cost ratio - All Social Assistance -1st quintile, Benefit-cost ratio - All Social Assistance -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 - Cash Transfer - 1st quintile, Benefit-cost ratio - Cash Transfer -1st quintile, Benefit-cost ratio - Cash Transfer -extreme poor, Benefit-cost ratio - School feeding - 1st quintile, Benefit-cost ratio - School feeding -1st quintile, Benefit-cost ratio - School feeding -extreme poor, Benefit-cost ratio - Social Pension - 1st quintile, Benefit-cost ratio - Social Pension -1st quintile, Benefit-cost ratio - Social Pension -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, 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 protection and labor programs, Coverage of social safety net programs, Coverage of social safety net programs in 2nd quintile, Coverage of social safety net programs in 3rd quintile, Coverage of social safety net programs in 4th quintile, Coverage of social safety net programs in poorest quintile, Coverage of social safety net programs in richest quintile, 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, 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 Assistance, Population receiving 2 programs, Population receiving 3 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, Unemployment with secondary education, Unemployment with tertiary education, Vulnerable employment, Wage and salaried workers