AndreaBozzo/ceres-open-data-index huggingface dataset:
Barbados : Health Facilities (OpenStreetMap Export)

Health facilities from OSM. Includes hospitals, clinics, pharmacies, doctors, and dentists tagged via `amenity` or `healthcare`. Useful for service-access analysis, emergency response, and healthcare gap mapping.

OpenStreetMap is a free, collaborative world map built by volunteers. Completeness varies by region: urban areas are usually well-mapped, remote areas may be incomplete. Cross-check critical decisions with local field knowledge.

- Source: [OpenStreetMap](https://www.openstreetmap.org)
- OSM tags: [Key:amenity](https://wiki.openstreetmap.org/wiki/Key:amenity), [Key:healthcare](https://wiki.openstreetmap.org/wiki/Key:healthcare)
- Part of many  [exports grid on HDX](https://data.humdata.org/organization/hot) by the [HOT](https://www.hotosm.org/en/)


Tags: geodata, health, health facilities
Organization: Humanitarian OpenStreetMap Team (HOT)
Georgia : Waterways (OpenStreetMap Export)

Water features across the region from OSM. Includes rivers, streams, canals, lakes, ponds, and water bodies tagged with `waterway`, `water`, or `natural=water`. Useful for flood-risk modelling, watershed analysis, and environmental basemap context.

OpenStreetMap is a free, collaborative world map built by volunteers. Completeness varies by region: urban areas are usually well-mapped, remote areas may be incomplete. Cross-check critical decisions with local field knowledge.

- Source: [OpenStreetMap](https://www.openstreetmap.org)
- OSM tags: [Key:waterway](https://wiki.openstreetmap.org/wiki/Key:waterway), [Key:water](https://wiki.openstreetmap.org/wiki/Key:water), [Key:natural](https://wiki.openstreetmap.org/wiki/Key:natural)
- Part of many  [exports grid on HDX](https://data.humdata.org/organization/hot) by the [HOT](https://www.hotosm.org/en/)


Tags: geodata, hydrology, rivers
Organization: Humanitarian OpenStreetMap Team (HOT)
Eswatini : Financial Services (OpenStreetMap Export)

Financial services from OSM. Includes banks, ATMs, post offices, money transfer agents, and microfinance branches tagged via `amenity`. Useful for financial-inclusion mapping, cash-distribution planning, and economic analysis.

OpenStreetMap is a free, collaborative world map built by volunteers. Completeness varies by region: urban areas are usually well-mapped, remote areas may be incomplete. Cross-check critical decisions with local field knowledge.

- Source: [OpenStreetMap](https://www.openstreetmap.org)
- OSM tags: [Key:amenity](https://wiki.openstreetmap.org/wiki/Key:amenity)
- Part of many  [exports grid on HDX](https://data.humdata.org/organization/hot) by the [HOT](https://www.hotosm.org/en/)


Tags: economics, geodata
Organization: Humanitarian OpenStreetMap Team (HOT)
Eswatini : Health Facilities (OpenStreetMap Export)

Health facilities from OSM. Includes hospitals, clinics, pharmacies, doctors, and dentists tagged via `amenity` or `healthcare`. Useful for service-access analysis, emergency response, and healthcare gap mapping.

OpenStreetMap is a free, collaborative world map built by volunteers. Completeness varies by region: urban areas are usually well-mapped, remote areas may be incomplete. Cross-check critical decisions with local field knowledge.

- Source: [OpenStreetMap](https://www.openstreetmap.org)
- OSM tags: [Key:amenity](https://wiki.openstreetmap.org/wiki/Key:amenity), [Key:healthcare](https://wiki.openstreetmap.org/wiki/Key:healthcare)
- Part of many  [exports grid on HDX](https://data.humdata.org/organization/hot) by the [HOT](https://www.hotosm.org/en/)


Tags: geodata, health, health facilities
Organization: Humanitarian OpenStreetMap Team (HOT)
Ecuador : Roads (OpenStreetMap Export)

Road network across the region from OSM. Includes everything tagged with `highway`: motorways, residential streets, service roads, footways, and trails. Useful for routing, accessibility analysis, and evacuation planning.

OpenStreetMap is a free, collaborative world map built by volunteers. Completeness varies by region: urban areas are usually well-mapped, remote areas may be incomplete. Cross-check critical decisions with local field knowledge.

- Source: [OpenStreetMap](https://www.openstreetmap.org)
- OSM tags: [Key:highway](https://wiki.openstreetmap.org/wiki/Key:highway)
- Part of many  [exports grid on HDX](https://data.humdata.org/organization/hot) by the [HOT](https://www.hotosm.org/en/)


Tags: geodata, roads, transportation
Organization: Humanitarian OpenStreetMap Team (HOT)
Virgin Islands, U.S. : Airports (OpenStreetMap Export)

Airports and aviation infrastructure from OSM. Includes airports, heliports, helipads, runways, terminals, and emergency landing sites tagged via `aeroway`, `building`, or `emergency`. Useful for logistics, evacuation routing, and aerial-response planning.

OpenStreetMap is a free, collaborative world map built by volunteers. Completeness varies by region: urban areas are usually well-mapped, remote areas may be incomplete. Cross-check critical decisions with local field knowledge.

- Source: [OpenStreetMap](https://www.openstreetmap.org)
- OSM tags: [Key:aeroway](https://wiki.openstreetmap.org/wiki/Key:aeroway), [Key:building](https://wiki.openstreetmap.org/wiki/Key:building), [Key:emergency](https://wiki.openstreetmap.org/wiki/Key:emergency)
- Part of many  [exports grid on HDX](https://data.humdata.org/organization/hot) by the [HOT](https://www.hotosm.org/en/)


Tags: aviation, facilities-infrastructure, geodata
Organization: Humanitarian OpenStreetMap Team (HOT)
Turkmenistan : Airports (OpenStreetMap Export)

Airports and aviation infrastructure from OSM. Includes airports, heliports, helipads, runways, terminals, and emergency landing sites tagged via `aeroway`, `building`, or `emergency`. Useful for logistics, evacuation routing, and aerial-response planning.

OpenStreetMap is a free, collaborative world map built by volunteers. Completeness varies by region: urban areas are usually well-mapped, remote areas may be incomplete. Cross-check critical decisions with local field knowledge.

- Source: [OpenStreetMap](https://www.openstreetmap.org)
- OSM tags: [Key:aeroway](https://wiki.openstreetmap.org/wiki/Key:aeroway), [Key:building](https://wiki.openstreetmap.org/wiki/Key:building), [Key:emergency](https://wiki.openstreetmap.org/wiki/Key:emergency)
- Part of many  [exports grid on HDX](https://data.humdata.org/organization/hot) by the [HOT](https://www.hotosm.org/en/)


Tags: aviation, facilities-infrastructure, geodata
Organization: Humanitarian OpenStreetMap Team (HOT)
Rwanda : Buildings (OpenStreetMap Export)

Building footprints across the region from OSM. Includes every feature tagged as a building (`building=*`), from residential homes through hospitals, schools, and places of worship. Useful for population estimation, damage assessment, and urban planning.

OpenStreetMap is a free, collaborative world map built by volunteers. Completeness varies by region: urban areas are usually well-mapped, remote areas may be incomplete. Cross-check critical decisions with local field knowledge.

- Source: [OpenStreetMap](https://www.openstreetmap.org)
- OSM tags: [Key:building](https://wiki.openstreetmap.org/wiki/Key:building)
- Part of many  [exports grid on HDX](https://data.humdata.org/organization/hot) by the [HOT](https://www.hotosm.org/en/)


Tags: facilities-infrastructure, geodata
Organization: Humanitarian OpenStreetMap Team (HOT)
Turkey - 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-turkey) 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, hxl, indicators
Organization: World Bank Group
South Sudan - Subnational Population Statistics

South Sudan administrative level 0-2 2023 population estimates.

SEE CAVEATS

REFERENCE YEAR:  2023
Waiting for inputs

REFERENCE YEAR:  2022

Dataset updated by OCHA 2020.

This population statistics Common Operational Database (COD-PS) was endorsed the Government and South Sudan National Bureau of Statistics in November 2020.


Sudan administrative level 0-2 sex and age disaggregated 2025 projected population statistics.


These tables are suitable for database or GIS link to the [South Sudan - Subnational Administrative Boundaries](https://data.humdata.org/dataset/cod-ab-ssd).


Tags: baseline population, demographics, gazetteer, gender and age disaggregated data-gadd, population
Organization: UNFPA
Sudan - Subnational Population Statistics

Sudan population statistics disaggregated by administrative levels (0-2), sex and age, projected for the year 2025. The dataset also includes historical data.

The data is split into multiple files: one excel for all administrative levels, individual csv for individual administrative levels, and explanatory notes as .pdf. 

Reference year: 2025

These tables are suitable for database or GIS linkage to the [Sudan - Subnational Administrative Divisions](https://data.humdata.org/dataset/cod-ab-sdn) at levels 0-2 using the ADM0, ADM1, and ADM2_PCODE fields.

Tags: baseline population, demographics, gender and age disaggregated data-gadd, population
Organization: UNFPA
Republic of North Macedonia - IFRC Appeals

The International Federation of Red Cross and Red Crescent Societies (IFRC) is the world’s largest humanitarian network. Our secretariat supports local Red Cross and Red Crescent action in more than 192 countries, bringing together almost 15 million volunteers for the good of humanity.  
  
We launch Emergency Appeals for big and complex disasters affecting lots of people who will need long-term support to recover. We also support Red Cross and Red Crescent Societies to respond to lots of small and medium-sized disasters worldwide—through our Disaster Response Emergency Fund (DREF) and in other ways.  
  
There is also a [global dataset](https://data.humdata.org/dataset/global-ifrc-appeals-data).

Tags: funding, hxl
Organization: International Federation of Red Cross and Red Crescent Societies (IFRC)
Holy See - Education Indicators

Education indicators for Holy See.

Contains data from the UNESCO Institute for Statistics [bulk data service](http://data.uis.unesco.org) covering the following categories: SDG 4 Global and Thematic (made 2024 February), Other Policy Relevant Indicators (made 2024 February)

Tags: demographics, education, hxl, indicators, socioeconomics, sustainable development, sustainable development goals-sdg
Organization: UNESCO
Kingdom of Eswatini - Education Indicators

Education indicators for Kingdom of Eswatini.

Contains data from the UNESCO Institute for Statistics [bulk data service](http://data.uis.unesco.org) covering the following categories: SDG 4 Global and Thematic (made 2022 September), Other Policy Relevant Indicators (made 2022 September), Demographic and Socio-economic (made 2022 September)

Tags: demographics, education, hxl, indicators, socioeconomics, sustainable development, sustainable development goals-sdg
Organization: UNESCO
Netherlands - Education Indicators

Education indicators for Netherlands.

Contains data from the UNESCO Institute for Statistics [bulk data service](http://data.uis.unesco.org) covering the following categories: SDG 4 Global and Thematic (made 2022 September), Other Policy Relevant Indicators (made 2022 September), Demographic and Socio-economic (made 2022 September)

Tags: demographics, education, hxl, indicators, socioeconomics, sustainable development, sustainable development goals-sdg
Organization: UNESCO
Republic of North Macedonia - Education Indicators

Education indicators for Republic of North Macedonia.

Contains data from the UNESCO Institute for Statistics [bulk data service](http://data.uis.unesco.org) covering the following categories: SDG 4 Global and Thematic (made 2022 September), Other Policy Relevant Indicators (made 2022 September), Demographic and Socio-economic (made 2022 September)

Tags: demographics, education, hxl, indicators, socioeconomics, sustainable development, sustainable development goals-sdg
Organization: UNESCO
Turkey - Education Indicators

Education indicators for Turkey.

Contains data from the UNESCO Institute for Statistics [bulk data service](http://data.uis.unesco.org) covering the following categories: National Monitoring (made 2021 March), SDG 4 Global and Thematic (made 2021 March), Demographic and Socio-economic (made 2021 March)

Tags: demographics, education, hxl, indicators, socioeconomics, sustainable development
Organization: UNESCO
Italy - Food Prices

This dataset contains Food Prices data for Italy, sourced from the World Food Programme Price Database. The World Food Programme Price Database covers foods such as maize, rice, beans, fish, and sugar for 98 countries and some 3000 markets. It is updated weekly but contains to a large extent monthly data. The data goes back as far as 1992 for a few countries, although many countries started reporting from 2003 or thereafter.

Tags: economics, food security, hxl, indicators, markets
Organization: WFP - World Food Programme
United Republic of Tanzania (the) - Food Prices

This dataset contains Food Prices data for United Republic of Tanzania, sourced from the World Food Programme Price Database. The World Food Programme Price Database covers foods such as maize, rice, beans, fish, and sugar for 98 countries and some 3000 markets. It is updated weekly but contains to a large extent monthly data. The data goes back as far as 1992 for a few countries, although many countries started reporting from 2003 or thereafter.

Tags: economics, food security, hxl, indicators, markets
Organization: WFP - World Food Programme
Kingdom of Eswatini - Food Prices

This dataset contains Food Prices data for Eswatini, sourced from the World Food Programme Price Database. The World Food Programme Price Database covers foods such as maize, rice, beans, fish, and sugar for 98 countries and some 3000 markets. It is updated weekly but contains to a large extent monthly data. The data goes back as far as 1992 for a few countries, although many countries started reporting from 2003 or thereafter.

Tags: economics, food security, hxl, indicators, markets
Organization: WFP - World Food Programme
Turkey - Food Prices

This dataset contains Food Prices data for Turkey, sourced from the World Food Programme Price Database. The World Food Programme Price Database covers foods such as maize, rice, beans, fish, and sugar for 98 countries and some 3000 markets. It is updated weekly but contains to a large extent monthly data. The data goes back as far as 1992 for a few countries, although many countries started reporting from 2003 or thereafter.

Tags: economics, hxl, indicators, markets
Organization: WFP - World Food Programme
Zimbabwe - Food Security Indicators

The World Food Programme (WFP) launched the mobile Vulnerability Analysis and Mapping (mVAM) project in 2013, beginning in DRC and Somalia. mVAM uses mobile technology to track food security trends in real-time, providing high-frequency data that supports humanitarian decision-making. Data collection methods are tailored to the needs of each country that mVAM operates in. This dataset contains data from the [mVAM databank](http://vam.wfp.org/sites/mvam_monitoring/) covering various indicators (one per resource).

Tags: food security, hxl, indicators
Organization: WFP - World Food Programme
Zambia - Food Security Indicators

The World Food Programme (WFP) launched the mobile Vulnerability Analysis and Mapping (mVAM) project in 2013, beginning in DRC and Somalia. mVAM uses mobile technology to track food security trends in real-time, providing high-frequency data that supports humanitarian decision-making. Data collection methods are tailored to the needs of each country that mVAM operates in. This dataset contains data from the [mVAM databank](http://vam.wfp.org/sites/mvam_monitoring/) covering various indicators (one per resource).

Tags: food security, hxl, indicators
Organization: WFP - World Food Programme
Yemen - Food Security Indicators

The World Food Programme (WFP) launched the mobile Vulnerability Analysis and Mapping (mVAM) project in 2013, beginning in DRC and Somalia. mVAM uses mobile technology to track food security trends in real-time, providing high-frequency data that supports humanitarian decision-making. Data collection methods are tailored to the needs of each country that mVAM operates in. This dataset contains data from the [mVAM databank](http://vam.wfp.org/sites/mvam_monitoring/) covering various indicators (one per resource).

Tags: food security, hxl, indicators
Organization: WFP - World Food Programme
Syrian Arab Republic - Food Security Indicators

The World Food Programme (WFP) launched the mobile Vulnerability Analysis and Mapping (mVAM) project in 2013, beginning in DRC and Somalia. mVAM uses mobile technology to track food security trends in real-time, providing high-frequency data that supports humanitarian decision-making. Data collection methods are tailored to the needs of each country that mVAM operates in. This dataset contains data from the [mVAM databank](http://vam.wfp.org/sites/mvam_monitoring/) covering various indicators (one per resource).

Tags: food security, hxl, indicators
Organization: WFP - World Food Programme
Kingdom of Eswatini - Food Security Indicators

The World Food Programme (WFP) launched the mobile Vulnerability Analysis and Mapping (mVAM) project in 2013, beginning in DRC and Somalia. mVAM uses mobile technology to track food security trends in real-time, providing high-frequency data that supports humanitarian decision-making. Data collection methods are tailored to the needs of each country that mVAM operates in. This dataset contains data from the [mVAM databank](http://vam.wfp.org/sites/mvam_monitoring/) covering various indicators (one per resource).

Tags: food security, hxl, indicators
Organization: WFP - World Food Programme
Sierra Leone - Food Security Indicators

The World Food Programme (WFP) launched the mobile Vulnerability Analysis and Mapping (mVAM) project in 2013, beginning in DRC and Somalia. mVAM uses mobile technology to track food security trends in real-time, providing high-frequency data that supports humanitarian decision-making. Data collection methods are tailored to the needs of each country that mVAM operates in. This dataset contains data from the [mVAM databank](http://vam.wfp.org/sites/mvam_monitoring/) covering various indicators (one per resource).

Tags: food security, hxl, indicators
Organization: WFP - World Food Programme
Nigeria - Food Security Indicators

The World Food Programme (WFP) launched the mobile Vulnerability Analysis and Mapping (mVAM) project in 2013, beginning in DRC and Somalia. mVAM uses mobile technology to track food security trends in real-time, providing high-frequency data that supports humanitarian decision-making. Data collection methods are tailored to the needs of each country that mVAM operates in. This dataset contains data from the [mVAM databank](http://vam.wfp.org/sites/mvam_monitoring/) covering various indicators (one per resource).

Tags: food security, hxl, indicators
Organization: WFP - World Food Programme
Mozambique - Food Security Indicators

The World Food Programme (WFP) launched the mobile Vulnerability Analysis and Mapping (mVAM) project in 2013, beginning in DRC and Somalia. mVAM uses mobile technology to track food security trends in real-time, providing high-frequency data that supports humanitarian decision-making. Data collection methods are tailored to the needs of each country that mVAM operates in. This dataset contains data from the [mVAM databank](http://vam.wfp.org/sites/mvam_monitoring/) covering various indicators (one per resource).

Tags: food security, hxl, indicators
Organization: WFP - World Food Programme
Malawi - Food Security Indicators

The World Food Programme (WFP) launched the mobile Vulnerability Analysis and Mapping (mVAM) project in 2013, beginning in DRC and Somalia. mVAM uses mobile technology to track food security trends in real-time, providing high-frequency data that supports humanitarian decision-making. Data collection methods are tailored to the needs of each country that mVAM operates in. This dataset contains data from the [mVAM databank](http://vam.wfp.org/sites/mvam_monitoring/) covering various indicators (one per resource).

Tags: food security, hxl, indicators
Organization: WFP - World Food Programme
Madagascar - Food Security Indicators

The World Food Programme (WFP) launched the mobile Vulnerability Analysis and Mapping (mVAM) project in 2013, beginning in DRC and Somalia. mVAM uses mobile technology to track food security trends in real-time, providing high-frequency data that supports humanitarian decision-making. Data collection methods are tailored to the needs of each country that mVAM operates in. This dataset contains data from the [mVAM databank](http://vam.wfp.org/sites/mvam_monitoring/) covering various indicators (one per resource).

Tags: food security, hxl, indicators
Organization: WFP - World Food Programme
Liberia - Food Security Indicators

The World Food Programme (WFP) launched the mobile Vulnerability Analysis and Mapping (mVAM) project in 2013, beginning in DRC and Somalia. mVAM uses mobile technology to track food security trends in real-time, providing high-frequency data that supports humanitarian decision-making. Data collection methods are tailored to the needs of each country that mVAM operates in. This dataset contains data from the [mVAM databank](http://vam.wfp.org/sites/mvam_monitoring/) covering various indicators (one per resource).

Tags: food security, hxl, indicators
Organization: WFP - World Food Programme
Lesotho - Food Security Indicators

The World Food Programme (WFP) launched the mobile Vulnerability Analysis and Mapping (mVAM) project in 2013, beginning in DRC and Somalia. mVAM uses mobile technology to track food security trends in real-time, providing high-frequency data that supports humanitarian decision-making. Data collection methods are tailored to the needs of each country that mVAM operates in. This dataset contains data from the [mVAM databank](http://vam.wfp.org/sites/mvam_monitoring/) covering various indicators (one per resource).

Tags: food security, hxl, indicators
Organization: WFP - World Food Programme
Iraq - Food Security Indicators

The World Food Programme (WFP) launched the mobile Vulnerability Analysis and Mapping (mVAM) project in 2013, beginning in DRC and Somalia. mVAM uses mobile technology to track food security trends in real-time, providing high-frequency data that supports humanitarian decision-making. Data collection methods are tailored to the needs of each country that mVAM operates in. This dataset contains data from the [mVAM databank](http://vam.wfp.org/sites/mvam_monitoring/) covering various indicators (one per resource).

Tags: food security, hxl, indicators
Organization: WFP - World Food Programme