AndreaBozzo/ceres-open-data-index huggingface dataset:
Latvia : Points of Interest (OpenStreetMap Export)

Points of interest from OSM. Includes public-facing amenities, shops, tourist attractions, and landmarks tagged via `amenity`, `shop`, `tourism`, or `man_made`. Useful for general POI reference, urban analysis, and basemap detail.

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:shop](https://wiki.openstreetmap.org/wiki/Key:shop), [Key:tourism](https://wiki.openstreetmap.org/wiki/Key:tourism), [Key:man_made](https://wiki.openstreetmap.org/wiki/Key:man_made)
- 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, points of interest-poi
Organization: Humanitarian OpenStreetMap Team (HOT)
Slovakia : 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)
Slovakia : Education Facilities (OpenStreetMap Export)

Education facilities from OSM. Includes schools, kindergartens, colleges, and universities tagged via `amenity` or `building`. Useful for school-access mapping, education planning, and resource allocation.

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: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: education facilities-schools, geodata
Organization: Humanitarian OpenStreetMap Team (HOT)
Latvia : 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)
Latvia : Railways (OpenStreetMap Export)

Railway lines and stations from OSM, tagged with `railway`. Includes rail lines, tram tracks, and stations. Useful for transport accessibility analysis and 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:railway](https://wiki.openstreetmap.org/wiki/Key:railway)
- 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, railways, transportation
Organization: Humanitarian OpenStreetMap Team (HOT)
Gibraltar : 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)
Monaco : 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)
Malta : 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)
Côte d'Ivoire : 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)
Internally Displaced Persons Shelters in Idlib, Lattakia and Aleppo Governorate

This map illustrates satellite-detected areas of displaced person settlements in the Idlib, Lattakia and Aleppo Governorates, Syria. Using satellite imagery collected between 7 September 2016 and 10 February 2017, covering an analyzed area of 9,039 sq km (903,920 ha), UNOSAT identified 267 locations where possible displaced persons shelters are visible. Approximately a total of 63,771 shelter structures are estimated to be within the 1,501 ha of settlement areas. 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)
Honduras: Integrated Context Analysis (ICA), 2017


    The ICA is a process of consultations supported by mapped-out data that produces a strategic plan describing where different combinations of programme themes are appropriate to achieve goals of reducing food insecurity and climate related shock risk.

The ICA combines multi-year food security trends with natural shock risk data to highlight sub-national areas where different programme strategies make sense. Food security trend maps shows areas where safety nets can address regular food insecurity, and others where shocks make recovery more important. Climate-related natural shock risk maps show where DRR, preparedness and early warning efforts can complement food-security objectives. Atop this core foundation, mapped data on subjects including nutrition, gender, livelihoods and resilience can enrich theme-level strategic planning in which all pieces work together. The full group of ICA partners discuss these analytical results to arrive at strategic programmatic directions.
    

Tags: geodata, hazards and risk
Organization: WFP - World Food Programme
ACAPS Information Landscape Dataset

ACAPS Information Landscape Dataset is a repository of data on the information landscape (or ‘information ecosystem’) in humanitarian settings, tracking the events and trends that affect the way information is handled, circulated and  received by people affected in crisis settings. It aims to inform the users about:

 * information disorders (disinformation, misinformation, malinformation)
* vulnerability of specific groups within the context / safety and dignity of people accessing information (stigma trends, hate-speech)
* access to information (telecommunication infrastructures damage or limitation, accurate information access, information trust and literacy, digital literacy)
* information freedom and security (journalist safety, censorship, digital security, communication shutdown and restrinctions)

The dataset aims to inform humanitarian actors and analyst, on how to handle information and how to approach the information coming from specific context, to provide some useful insights on how to communicate in specific context, both publicly and with population affected, and how the population receives information.

The framework was develop by a partnership between ACAPS and Internews.

Tags: indicators
Organization: ACAPS
Sierra Leone : 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)
Sierra Leone : 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)
Guinea : 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)
Fiji : Populated Places (OpenStreetMap Export)

Settlements and residential areas from OSM. Includes named cities, towns, villages, suburbs, and residential land (`place=*` and `landuse=residential`). Useful for demographic context, settlement-level targeting, and population 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:place](https://wiki.openstreetmap.org/wiki/Key:place), [Key:landuse](https://wiki.openstreetmap.org/wiki/Key:landuse)
- Part of many  [exports grid on HDX](https://data.humdata.org/organization/hot) by the [HOT](https://www.hotosm.org/en/)


Tags: geodata, populated places-settlements
Organization: Humanitarian OpenStreetMap Team (HOT)
French Polynesia : 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)
Montserrat : Populated Places (OpenStreetMap Export)

Settlements and residential areas from OSM. Includes named cities, towns, villages, suburbs, and residential land (`place=*` and `landuse=residential`). Useful for demographic context, settlement-level targeting, and population 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:place](https://wiki.openstreetmap.org/wiki/Key:place), [Key:landuse](https://wiki.openstreetmap.org/wiki/Key:landuse)
- Part of many  [exports grid on HDX](https://data.humdata.org/organization/hot) by the [HOT](https://www.hotosm.org/en/)


Tags: geodata, populated places-settlements
Organization: Humanitarian OpenStreetMap Team (HOT)
Réunion : Education Facilities (OpenStreetMap Export)

Education facilities from OSM. Includes schools, kindergartens, colleges, and universities tagged via `amenity` or `building`. Useful for school-access mapping, education planning, and resource allocation.

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: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: education facilities-schools, geodata
Organization: Humanitarian OpenStreetMap Team (HOT)
Montserrat : Education Facilities (OpenStreetMap Export)

Education facilities from OSM. Includes schools, kindergartens, colleges, and universities tagged via `amenity` or `building`. Useful for school-access mapping, education planning, and resource allocation.

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: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: education facilities-schools, geodata
Organization: Humanitarian OpenStreetMap Team (HOT)
Singapore : 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)
Tokelau : 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)
Guyana : 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)
Antigua and Barbuda : 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)
Croatia : 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)