Sweden

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.

'Our World in Data' is compiling COVID-19 testing data over time for many countries around the world. They are adding further data in the coming days as more details become available for other countries. In some cases figures refer to the number of tests, in other cases to the number of individuals who have been tested. Refer to documentation provided here.

This dataset is UCDP's most disaggregated dataset, covering individual events of organized violence (phenomena of lethal violence occurring at a given time and place). These events are sufficiently fine-grained to be geo-coded down to the level of individual villages, with temporal durations disaggregated to single, individual days. Sundberg, Ralph, and Erik Melander, 2013, “Introducing the UCDP Georeferenced Event Dataset”, Journal of Peace Research, vol.50, no.4, 523-532 Högbladh Stina, 2019, “UCDP GED Codebook version 19.1”, Department of Peace and Conflict Research, Uppsala University

Internally displaced persons are defined according to the 1998 Guiding Principles (http://www.internal-displacement.org/publications/1998/ocha-guiding-principles-on-internal-displacement) as people or groups of people who have been forced or obliged to flee or to leave their homes or places of habitual residence, in particular as a result of armed conflict, or to avoid the effects of armed conflict, situations of generalized violence, violations of human rights, or natural or human-made disasters and who have not crossed an international border. "People Displaced" refers to the number of people living in displacement as of the end of each year. "New Displacement" refers to the number of new cases or incidents of displacement recorded, rather than the number of people displaced. This is done because people may have been displaced more than once. Contains data from IDMC's Global Internal Displacement Database.

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.

Education indicators for Sweden. Contains data from the UNESCO Institute for Statistics bulk data service covering the following categories: Students and Teachers (made 2020 February), Education Expenditure and Funding (made 2020 February), SDG 4 Global and Thematic (made 2020 February), Demographic and Socio-economic (made 2020 February)

Novel Corona Virus (COVID-19) epidemiological data since 22 January 2020. The data is compiled by the Johns Hopkins University Center for Systems Science and Engineering (JHU CCSE) from various sources including the World Health Organization (WHO), DXY.cn. Pneumonia. 2020, BNO News, National Health Commission of the People’s Republic of China (NHC), China CDC (CCDC), Hong Kong Department of Health, Macau Government, Taiwan CDC, US CDC, Government of Canada, Australia Government Department of Health, European Centre for Disease Prevention and Control (ECDC), Ministry of Health Singapore (MOH). JSU CCSE maintains the data on the 2019 Novel Coronavirus COVID-19 (2019-nCoV) Data Repository on github. Fields available in the data include Province/State, Country/Region, Last Update, Confirmed, Suspected, Recovered, Deaths. On 23/03/2020, a new data structure was released. The current resources for the latest time series data are: time_series_covid19_confirmed_global.csv time_series_covid19_deaths_global.csv time_series_covid19_recovered_global.csv ---DEPRECATION WARNING--- The resources below ceased being updated on 22/03/2020 and were removed on 26/03/2020: time_series_19-covid-Confirmed.csv time_series_19-covid-Deaths.csv time_series_19-covid-Recovered.csv

To make it easy to see what content is being shared on social media about the virus, we’ve built a set of CrowdTangle Live Displays and made them public so everyone can have access. Use them to keep track of some of the biggest content about coronavirus on Facebook and Instagram from local news outlets, regional World Health Organization Pages, government agencies, local politicians, and more. Click the Download button to access these Live Displays, or go here: https://apps.crowdtangle.com/public-hub/covid19

Contains data from World Health Organization's data portal covering the following categories: Mortality and global health estimates, Sustainable development goals, Millennium Development Goals (MDGs), Health systems, Malaria, Tuberculosis, Child health, Infectious diseases, World Health Statistics, Health financing, Public health and environment, Substance use and mental health, Tobacco, Injuries and violence, HIV/AIDS and other STIs, Nutrition, Urban health, Noncommunicable diseases, Noncommunicable diseases CCS, Negelected tropical diseases, Health Equity Monitor, Infrastructure, Essential health technologies, Medical equipment, Demographic and socioeconomic statistics, Neglected tropical diseases, International Health Regulations (2005) monitoring framework, Insecticide resistance, Oral health, Universal Health Coverage, Global Observatory for eHealth (GOe), RSUD: GOVERNANCE, POLICY AND FINANCING : PREVENTION, RSUD: GOVERNANCE, POLICY AND FINANCING: TREATMENT, RSUD: GOVERNANCE, POLICY AND FINANCING: FINANCING, RSUD: SERVICE ORGANIZATION AND DELIVERY: TREATMENT SECTORS AND PROVIDERS, RSUD: SERVICE ORGANIZATION AND DELIVERY: TREATMENT CAPACITY AND TREATMENT COVERAGE, RSUD: SERVICE ORGANIZATION AND DELIVERY: PHARMACOLOGICAL TREATMENT, RSUD: SERVICE ORGANIZATION AND DELIVERY: SCREENING AND BRIEF INTERVENTIONS, RSUD: SERVICE ORGANIZATION AND DELIVERY: PREVENTION PROGRAMS AND PROVIDERS, RSUD: SERVICE ORGANIZATION AND DELIVERY: SPECIAL PROGRAMMES AND SERVICES, RSUD: HUMAN RESOURCES, RSUD: INFORMATION SYSTEMS, RSUD: YOUTH, FINANCIAL PROTECTION, AMR GLASS Coordination, AMR GLASS Surveillance, AMR GLASS Quality assurance, Noncommunicable diseases and mental health, Health workforce, Neglected Tropical Diseases, AMR GASP, ICD For links to individual indicator metadata, see resource descriptions.

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

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 exports, 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, Energy imports, 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 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 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, 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. 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: Current account balance, Exports of goods, Foreign direct investment, GNI, Imports of goods, Personal remittances, Portfolio equity, Total reserves, Total reserves in months of imports

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, 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, Land area where elevation is below 5 meters, Marine protected areas, Methane emissions, Mortality rate, Nitrous oxide emissions, Other greenhouse gas emissions, PFC 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, Primary completion rate, Renewable electricity output, Renewable energy consumption, Rural land area where elevation is below 5 meters, Rural population living in areas where elevation is below 5 meters, SF6 gas emissions, 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. Indicators: Average tariffs imposed by developed countries on agricultural products from developing countries, Average tariffs imposed by developed countries on agricultural products from least developed countries, Average tariffs imposed by developed countries on clothing products from developing countries, Average tariffs imposed by developed countries on clothing products from least developed countries, Average tariffs imposed by developed countries on textile products from developing countries, Average tariffs imposed by developed countries on textile products from least developed countries, Bilateral, Bilateral ODA commitments that is untied, Goods, Net ODA provided, Net ODA provided to the least developed countries, Total bilateral ODA commitments, Total bilateral sector allocable ODA commitments

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: Adjusted net enrollment rate, Adolescent fertility rate, Age at first marriage, Age population, Births attended by skilled health staff, Cause of death, Children out of school, Contraceptive prevalence, Contributing family workers, Educational attainment, Employers, Employment in agriculture, Employment in industry, Employment in services, Employment to population ratio, Female migrants, Female professional and technical workers, Fertility rate, Firms with female participation in ownership, Firms with female top manager, Gross intake ratio in first grade of primary education, 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, 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, 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 obesity, Primary completion rate, Primary education, Progression to secondary school, Proportion of seats held by women in national parliaments, Proportion of time spent on unpaid domestic and care work, 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, Time-related underemployment, Unemployment, Urban population, Vulnerable employment, Wage and salaried workers

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, PM2.5 air pollution, Population density, Population in largest city, Population in the largest city, Population in urban agglomerations of more than 1 million, 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

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, 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. 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 exports, Arms imports, Compensation of employees, Customs and other import duties, Expense, Goods and services expense, Grants and other revenue, 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, Military expenditure, Mothers are guaranteed an equivalent position after maternity leave, 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, Proportion of seats held by women in national parliaments, Public credit registry coverage, Revenue, Social contributions, Strength of legal rights index, Subsidies and other transfers, Tax payments, Tax revenue, 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. 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 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 offering formal training, 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, High-technology exports, ICT goods exports, ICT goods imports, Import value index, Import volume index, Insurance and financial services, International tourism, 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 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 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, Private credit bureau coverage, 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 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

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: Annualized average growth rate in per capita real survey mean consumption or income, 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%, 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, Survey mean consumption or income per capita

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: Contributing family workers, 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, 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, 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, Container port traffic, Electric power consumption, Electric power transmission and distribution losses, 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, Fixed broadband subscriptions, Fixed telephone subscriptions, ICT goods exports, ICT goods imports, ICT service exports, Individuals using the Internet, Industrial design applications, Liner shipping connectivity index, Mobile cellular subscriptions, Personal computers, Quality of port infrastructure, Rail lines, Railways, Renewable internal freshwater resources, Renewable internal freshwater resources per capita, Secure Internet servers, Trademark applications