AndreaBozzo/ceres-open-data-index huggingface dataset:
Democratic Republic of the Congo - Housing, slums and informal settlements

Proportion of urban population living in slums or informal settlements per country, territory and region, based on 4 out of 5 main household shelter deprivations defined by UN-Habitat as indicators of informality: lack of access to improved water, lack of access to improved sanitation, lack of sufficient living area and quality/durability of structure. Security of tenure is the fifth deprivation that is not included due to data limitations.   
Proportion of urban population living in inadequate housing, calculated based on households with net monthly expenditure on housing exceeding 30% of their total monthly income.   
 Total urban population living in slums or informal settlements per country, territory and region, based on 4 out of 5 main household shelter deprivations defined by UN-Habitat as indicators of informality: lack of access to improved water, lack of access to improved sanitation, lack of sufficient living area and quality/durability of structure. Security of tenure is the fifth deprivation that is not included due to data limitations.

Tags: sustainable development goals-sdg, urban
Organization: United Nations Human Settlements Programmes, Data and Analytics Section
Cameroon - Housing, slums and informal settlements

Proportion of urban population living in slums or informal settlements per country, territory and region, based on 4 out of 5 main household shelter deprivations defined by UN-Habitat as indicators of informality: lack of access to improved water, lack of access to improved sanitation, lack of sufficient living area and quality/durability of structure. Security of tenure is the fifth deprivation that is not included due to data limitations.   
Proportion of urban population living in inadequate housing, calculated based on households with net monthly expenditure on housing exceeding 30% of their total monthly income.   
 Total urban population living in slums or informal settlements per country, territory and region, based on 4 out of 5 main household shelter deprivations defined by UN-Habitat as indicators of informality: lack of access to improved water, lack of access to improved sanitation, lack of sufficient living area and quality/durability of structure. Security of tenure is the fifth deprivation that is not included due to data limitations.

Tags: sustainable development goals-sdg, urban
Organization: United Nations Human Settlements Programmes, Data and Analytics Section
Central African Republic - Housing, slums and informal settlements

Proportion of urban population living in slums or informal settlements per country, territory and region, based on 4 out of 5 main household shelter deprivations defined by UN-Habitat as indicators of informality: lack of access to improved water, lack of access to improved sanitation, lack of sufficient living area and quality/durability of structure. Security of tenure is the fifth deprivation that is not included due to data limitations.   
Proportion of urban population living in inadequate housing, calculated based on households with net monthly expenditure on housing exceeding 30% of their total monthly income.   
 Total urban population living in slums or informal settlements per country, territory and region, based on 4 out of 5 main household shelter deprivations defined by UN-Habitat as indicators of informality: lack of access to improved water, lack of access to improved sanitation, lack of sufficient living area and quality/durability of structure. Security of tenure is the fifth deprivation that is not included due to data limitations.

Tags: sustainable development goals-sdg, urban
Organization: United Nations Human Settlements Programmes, Data and Analytics Section
Somalia - Open spaces and green areas

Data on a) Average share of urban areas allocated to streets and open public spaces, and b) Share of urban population with convenient access to an open public space (defined as share of urban population within 400 meters walking distance along the street network to an open public space).   
Data on a) Average share of cities/urban areas in green areas (%), and b) Green area per capita (m2/person) for the periods 1990, 2000, 2010 and 2020.

Tags: sustainable development goals-sdg, urban
Organization: United Nations Human Settlements Programmes, Data and Analytics Section
Nigeria - Open spaces and green areas

Data on a) Average share of urban areas allocated to streets and open public spaces, and b) Share of urban population with convenient access to an open public space (defined as share of urban population within 400 meters walking distance along the street network to an open public space).   
Data on a) Average share of cities/urban areas in green areas (%), and b) Green area per capita (m2/person) for the periods 1990, 2000, 2010 and 2020.

Tags: sustainable development goals-sdg, urban
Organization: United Nations Human Settlements Programmes, Data and Analytics Section
Chad - Open spaces and green areas

Data on a) Average share of urban areas allocated to streets and open public spaces, and b) Share of urban population with convenient access to an open public space (defined as share of urban population within 400 meters walking distance along the street network to an open public space).   
Data on a) Average share of cities/urban areas in green areas (%), and b) Green area per capita (m2/person) for the periods 1990, 2000, 2010 and 2020.

Tags: sustainable development goals-sdg, urban
Organization: United Nations Human Settlements Programmes, Data and Analytics Section
Myanmar - Open spaces and green areas

Data on a) Average share of urban areas allocated to streets and open public spaces, and b) Share of urban population with convenient access to an open public space (defined as share of urban population within 400 meters walking distance along the street network to an open public space).   
Data on a) Average share of cities/urban areas in green areas (%), and b) Green area per capita (m2/person) for the periods 1990, 2000, 2010 and 2020.

Tags: sustainable development goals-sdg, urban
Organization: United Nations Human Settlements Programmes, Data and Analytics Section
Ukraine - Open spaces and green areas

Data on a) Average share of urban areas allocated to streets and open public spaces, and b) Share of urban population with convenient access to an open public space (defined as share of urban population within 400 meters walking distance along the street network to an open public space).   
Data on a) Average share of cities/urban areas in green areas (%), and b) Green area per capita (m2/person) for the periods 1990, 2000, 2010 and 2020.

Tags: sustainable development goals-sdg, urban
Organization: United Nations Human Settlements Programmes, Data and Analytics Section
Syrian Arab Republic - Open spaces and green areas

Data on a) Average share of urban areas allocated to streets and open public spaces, and b) Share of urban population with convenient access to an open public space (defined as share of urban population within 400 meters walking distance along the street network to an open public space).   
Data on a) Average share of cities/urban areas in green areas (%), and b) Green area per capita (m2/person) for the periods 1990, 2000, 2010 and 2020.

Tags: sustainable development goals-sdg, urban
Organization: United Nations Human Settlements Programmes, Data and Analytics Section
Mozambique - Open spaces and green areas

Data on a) Average share of urban areas allocated to streets and open public spaces, and b) Share of urban population with convenient access to an open public space (defined as share of urban population within 400 meters walking distance along the street network to an open public space).   
Data on a) Average share of cities/urban areas in green areas (%), and b) Green area per capita (m2/person) for the periods 1990, 2000, 2010 and 2020.

Tags: sustainable development goals-sdg, urban
Organization: United Nations Human Settlements Programmes, Data and Analytics Section
Niger - Open spaces and green areas

Data on a) Average share of urban areas allocated to streets and open public spaces, and b) Share of urban population with convenient access to an open public space (defined as share of urban population within 400 meters walking distance along the street network to an open public space).   
Data on a) Average share of cities/urban areas in green areas (%), and b) Green area per capita (m2/person) for the periods 1990, 2000, 2010 and 2020.

Tags: sustainable development goals-sdg, urban
Organization: United Nations Human Settlements Programmes, Data and Analytics Section
El Salvador - Open spaces and green areas

Data on a) Average share of urban areas allocated to streets and open public spaces, and b) Share of urban population with convenient access to an open public space (defined as share of urban population within 400 meters walking distance along the street network to an open public space).   
Data on a) Average share of cities/urban areas in green areas (%), and b) Green area per capita (m2/person) for the periods 1990, 2000, 2010 and 2020.

Tags: sustainable development goals-sdg, urban
Organization: United Nations Human Settlements Programmes, Data and Analytics Section
Sudan - Open spaces and green areas

Data on a) Average share of urban areas allocated to streets and open public spaces, and b) Share of urban population with convenient access to an open public space (defined as share of urban population within 400 meters walking distance along the street network to an open public space).   
Data on a) Average share of cities/urban areas in green areas (%), and b) Green area per capita (m2/person) for the periods 1990, 2000, 2010 and 2020.

Tags: sustainable development goals-sdg, urban
Organization: United Nations Human Settlements Programmes, Data and Analytics Section
South Sudan - Open spaces and green areas

Data on a) Average share of urban areas allocated to streets and open public spaces, and b) Share of urban population with convenient access to an open public space (defined as share of urban population within 400 meters walking distance along the street network to an open public space).   
Data on a) Average share of cities/urban areas in green areas (%), and b) Green area per capita (m2/person) for the periods 1990, 2000, 2010 and 2020.

Tags: sustainable development goals-sdg, urban
Organization: United Nations Human Settlements Programmes, Data and Analytics Section
State of Palestine - Open spaces and green areas

Data on a) Average share of urban areas allocated to streets and open public spaces, and b) Share of urban population with convenient access to an open public space (defined as share of urban population within 400 meters walking distance along the street network to an open public space).   
Data on a) Average share of cities/urban areas in green areas (%), and b) Green area per capita (m2/person) for the periods 1990, 2000, 2010 and 2020.

Tags: sustainable development goals-sdg, urban
Organization: United Nations Human Settlements Programmes, Data and Analytics Section
Yemen, Rep. - Science and Technology

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-yemen-rep) 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.

Tags: economics, indicators
Organization: World Bank Group
Yemen, Rep. - Public 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-yemen-rep) 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.

Tags: economics, indicators
Organization: World Bank Group
Yemen, Rep. - Private 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-yemen-rep) 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.

Tags: economics, indicators
Organization: World Bank Group
Yemen, Rep. - Poverty

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-yemen-rep) 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.

Tags: indicators, poverty
Organization: World Bank Group
Yemen, Rep. - 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-yemen-rep) 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
Yemen, Rep. - 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-yemen-rep) 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
Yemen, Rep. - 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-yemen-rep) 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
Yemen, Rep. - 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-yemen-rep) 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
Yemen, Rep. - 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-yemen-rep) 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
Yemen, Rep. - 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-yemen-rep) 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
Yemen, Rep. - 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-yemen-rep) 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
Yemen, Rep. - 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-yemen-rep) 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
Yemen, Rep. - 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-yemen-rep) 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
Yemen, Rep. - 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-yemen-rep) 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