AndreaBozzo/ceres-open-data-index huggingface dataset:
Bahamas, The - Social Protection and Labor

Contains data from the World Bank's [data portal](http://data.worldbank.org/). There is also a [consolidated country dataset](https://data.humdata.org/dataset/world-bank-combined-indicators-for-bahamas-the) 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.

Tags: indicators, socioeconomics
Organization: World Bank Group
Bahamas, The - Infrastructure

Contains data from the World Bank's [data portal](http://data.worldbank.org/). There is also a [consolidated country dataset](https://data.humdata.org/dataset/world-bank-combined-indicators-for-bahamas-the) 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.

Tags: facilities-infrastructure, indicators
Organization: World Bank Group
Bahamas, The - Health

Contains data from the World Bank's [data portal](http://data.worldbank.org/). There is also a [consolidated country dataset](https://data.humdata.org/dataset/world-bank-combined-indicators-for-bahamas-the) 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.

Tags: health, indicators
Organization: World Bank Group
Bahamas, The - Financial Sector

Contains data from the World Bank's [data portal](http://data.worldbank.org/). There is also a [consolidated country dataset](https://data.humdata.org/dataset/world-bank-combined-indicators-for-bahamas-the) 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.

Tags: economics, indicators
Organization: World Bank Group
Bahamas, The - Environment

Contains data from the World Bank's [data portal](http://data.worldbank.org/). There is also a [consolidated country dataset](https://data.humdata.org/dataset/world-bank-combined-indicators-for-bahamas-the) 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.

Tags: environment, indicators
Organization: World Bank Group
Bahamas, The - Energy and Mining

Contains data from the World Bank's [data portal](http://data.worldbank.org/). There is also a [consolidated country dataset](https://data.humdata.org/dataset/world-bank-combined-indicators-for-bahamas-the) 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.

Tags: development, energy, indicators
Organization: World Bank Group
Bahamas, The - Education

Contains data from the World Bank's [data portal](http://data.worldbank.org/). There is also a [consolidated country dataset](https://data.humdata.org/dataset/world-bank-combined-indicators-for-bahamas-the) 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.

Tags: education, indicators
Organization: World Bank Group
Bahamas, The - Economy and Growth

Contains data from the World Bank's [data portal](http://data.worldbank.org/). There is also a [consolidated country dataset](https://data.humdata.org/dataset/world-bank-combined-indicators-for-bahamas-the) 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.

Tags: economics, indicators
Organization: World Bank Group
Bahamas, The - Aid Effectiveness

Contains data from the World Bank's [data portal](http://data.worldbank.org/). There is also a [consolidated country dataset](https://data.humdata.org/dataset/world-bank-combined-indicators-for-bahamas-the) 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.

Tags: aid effectiveness, indicators
Organization: World Bank Group
Bahamas, The - Agriculture and Rural Development

Contains data from the World Bank's [data portal](http://data.worldbank.org/). There is also a [consolidated country dataset](https://data.humdata.org/dataset/world-bank-combined-indicators-for-bahamas-the) 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.

Tags: agriculture-livestock, development, indicators
Organization: World Bank Group
Bahrain - Economic, Social, Environmental, Health, Education, Development and Energy

Contains data from the World Bank's [data portal](http://data.worldbank.org/) covering the following topics which also exist as individual datasets on HDX: [Agriculture and Rural Development](https://data.humdata.org/dataset/world-bank-agriculture-and-rural-development-indicators-for-bahrain), [Aid Effectiveness](https://data.humdata.org/dataset/world-bank-aid-effectiveness-indicators-for-bahrain), [Economy and Growth](https://data.humdata.org/dataset/world-bank-economy-and-growth-indicators-for-bahrain), [Education](https://data.humdata.org/dataset/world-bank-education-indicators-for-bahrain), [Energy and Mining](https://data.humdata.org/dataset/world-bank-energy-and-mining-indicators-for-bahrain), [Environment](https://data.humdata.org/dataset/world-bank-environment-indicators-for-bahrain), [Financial Sector](https://data.humdata.org/dataset/world-bank-financial-sector-indicators-for-bahrain), [Health](https://data.humdata.org/dataset/world-bank-health-indicators-for-bahrain), [Infrastructure](https://data.humdata.org/dataset/world-bank-infrastructure-indicators-for-bahrain), [Social Protection and Labor](https://data.humdata.org/dataset/world-bank-social-protection-and-labor-indicators-for-bahrain), [Poverty](https://data.humdata.org/dataset/world-bank-poverty-indicators-for-bahrain), [Private Sector](https://data.humdata.org/dataset/world-bank-private-sector-indicators-for-bahrain), [Public Sector](https://data.humdata.org/dataset/world-bank-public-sector-indicators-for-bahrain), [Science and Technology](https://data.humdata.org/dataset/world-bank-science-and-technology-indicators-for-bahrain), [Social Development](https://data.humdata.org/dataset/world-bank-social-development-indicators-for-bahrain), [Urban Development](https://data.humdata.org/dataset/world-bank-urban-development-indicators-for-bahrain), [Gender](https://data.humdata.org/dataset/world-bank-gender-indicators-for-bahrain), [Climate Change](https://data.humdata.org/dataset/world-bank-climate-change-indicators-for-bahrain), [External Debt](https://data.humdata.org/dataset/world-bank-external-debt-indicators-for-bahrain), [Trade](https://data.humdata.org/dataset/world-bank-trade-indicators-for-bahrain).

Tags: agriculture-livestock, aid effectiveness, climate-weather, development, economics, education, energy, environment, facilities-infrastructure, gender, health, indicators, poverty, socioeconomics, trade
Organization: World Bank Group
Bahrain - Trade

Contains data from the World Bank's [data portal](http://data.worldbank.org/). There is also a [consolidated country dataset](https://data.humdata.org/dataset/world-bank-combined-indicators-for-bahrain) 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.

Tags: indicators, trade
Organization: World Bank Group
Bahrain - External Debt

Contains data from the World Bank's [data portal](http://data.worldbank.org/). There is also a [consolidated country dataset](https://data.humdata.org/dataset/world-bank-combined-indicators-for-bahrain) 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.

Tags: economics, indicators
Organization: World Bank Group
Bahrain - Climate Change

Contains data from the World Bank's [data portal](http://data.worldbank.org/). There is also a [consolidated country dataset](https://data.humdata.org/dataset/world-bank-combined-indicators-for-bahrain) 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.

Tags: climate-weather, indicators
Organization: World Bank Group
Bosnia and Herzegovina - Energy and Mining

Contains data from the World Bank's [data portal](http://data.worldbank.org/). There is also a [consolidated country dataset](https://data.humdata.org/dataset/world-bank-combined-indicators-for-bosnia-and-herzegovina) 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.

Tags: development, energy, indicators
Organization: World Bank Group
Bahrain - Urban Development

Contains data from the World Bank's [data portal](http://data.worldbank.org/). There is also a [consolidated country dataset](https://data.humdata.org/dataset/world-bank-combined-indicators-for-bahrain) 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.

Tags: development, indicators
Organization: World Bank Group
Bosnia and Herzegovina - Economy and Growth

Contains data from the World Bank's [data portal](http://data.worldbank.org/). There is also a [consolidated country dataset](https://data.humdata.org/dataset/world-bank-combined-indicators-for-bosnia-and-herzegovina) 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.

Tags: economics, indicators
Organization: World Bank Group
Bosnia and Herzegovina - Aid Effectiveness

Contains data from the World Bank's [data portal](http://data.worldbank.org/). There is also a [consolidated country dataset](https://data.humdata.org/dataset/world-bank-combined-indicators-for-bosnia-and-herzegovina) 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.

Tags: aid effectiveness, indicators
Organization: World Bank Group
Bosnia and Herzegovina - Agriculture and Rural Development

Contains data from the World Bank's [data portal](http://data.worldbank.org/). There is also a [consolidated country dataset](https://data.humdata.org/dataset/world-bank-combined-indicators-for-bosnia-and-herzegovina) 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.

Tags: agriculture-livestock, development, indicators
Organization: World Bank Group
Iran (Islamic Republic of) - Corruption Perceptions Index

This dataset contains Corruption Perceptions Index (CPI) scores and rankings for countries and territories, published by Transparency International. Scores range from 0 (highly corrupt) to 100 (very clean) and reflect perceived levels of public sector corruption based on assessments by experts and business executives.

For more information, visit the [Corruption Perceptions Index](https://www.transparency.org/en/cpi) on the Transparency International website.


Tags: development, governance and civil society, indicators, poverty, socioeconomics
Organization: Transparency International
Somalia - Subnational Population Statistics

The United Nations Population Fund (UNFPA) partnered with donors and UN agencies and took up the lead role to support the Somali authorities in undertaking the Population Estimation Survey (PESS) for Somalia in October 2013- March 2014.

UNFPA investigated replacement or projection of this dataset in 2021.  Only ADM0 (national) data was available.  No better alternative is currently available.

PESS gathered basic critical information on the Somalis living in urban, rural and nomadic areas (interviewed at water points during the peak of the long, dry season), and in settlements for internally displaced persons. One standard questionnaire was used in selected enumeration areas or pre-identified areas. Data was collected in three main phases: cartographic field mapping, household listing in the sampled areas, and the interviewing of households using the standard questionnaire.

PESS report by UNFPA had only the population estimate at regional level (Admin level 1). With the demand to get this data disaggregated to district level to enhance assessment and in particular assessments of people in food insecure by FAO-FSNAU, the district data was interpolated using FSNAU livelihood information embedded in the 2005 UNDP district level population data

The data collected in 2024 has now been endorsed for use.


Tags: baseline population, gazetteer, hxl, populated places-settlements
Organization: OCHA Somalia
Syria - Damage assessment of Jobar neighborhood and Irbin city, Damascus governorate.

This map illustrates satellite-detected damage east of the city of Damascus, Syrian Arab Republic. Using satellite imagery acquired 02 April 2016, UNITAR - UNOSAT identified a total of 17,043 affected structures within and around the Jobar neighborhood and the city of Irbin. Approximately 4,492 of these were destroyed, 7,032 severely damaged, and 5,525 moderately damaged. This analysis was done as part of a broader analysis of areas around Damascus, and the full analysis revealed a total of 24,391 affected structures, of which 7,346 were destroyed, 9,423 severely damaged, and 7,622 moderately damaged. This analysis does not include pre-war military bases and facilities. This analysis was done as part of the REACH initiative for the U.S. Office of Foreign Disaster Assistance. This is a preliminary analysis and has not yet been validated in the field. Please send ground feedback to UNITAR - UNOSAT.

Tags: complex emergency-conflict-security, geodata
Organization: United Nations Satellite Centre (UNOSAT)
Satellite detected water extent between 9 Oct. 2021 and 1 Aug. 2019 in Gengere Pamoth village, Ituri province, DR Congo

**UNOSAT code: FL20211008COD**  This map illustrates satellite-detected surface waters in Gengere Pamoth village, Ituri province as observed from a Sentrinel-2 acquired on 09 October 2021. Within the analyzed area, the surface waters appears to have progressed inland since 27 January 2021.
This is a preliminary analysis and has not yet been validated in the field. Please send ground feedback to the United Nations Satellite Centre (UNOSAT).

Tags: flooding, geodata
Organization: United Nations Satellite Centre (UNOSAT)
Mongolia - Corruption Perceptions Index

This dataset contains Corruption Perceptions Index (CPI) scores and rankings for countries and territories, published by Transparency International. Scores range from 0 (highly corrupt) to 100 (very clean) and reflect perceived levels of public sector corruption based on assessments by experts and business executives.

For more information, visit the [Corruption Perceptions Index](https://www.transparency.org/en/cpi) on the Transparency International website.


Tags: development, governance and civil society, indicators, poverty, socioeconomics
Organization: Transparency International
Indonesia - Corruption Perceptions Index

This dataset contains Corruption Perceptions Index (CPI) scores and rankings for countries and territories, published by Transparency International. Scores range from 0 (highly corrupt) to 100 (very clean) and reflect perceived levels of public sector corruption based on assessments by experts and business executives.

For more information, visit the [Corruption Perceptions Index](https://www.transparency.org/en/cpi) on the Transparency International website.


Tags: development, governance and civil society, indicators, poverty, socioeconomics
Organization: Transparency International