AndreaBozzo/ceres-open-data-index huggingface dataset:
Niger - Subnational Edge-matched Administrative Boundaries

Niger administrative level 0-2 edge-matched gazetteer, shapefiles, geodatabase, and geoservice.

COD-EM datasets do not replace the authoritative [COD-AB available here](https://data.humdata.org/dataset/cod-ab-ner); however COD-EM datasets may be preferred for cartographic purposes.  See caveats.


These layers are suitable for database or GIS linkage to the [Niger - Subnational Population Statistics](https://data.humdata.org/dataset/cod-ps-ner) tables.

Vetting by [Information Technology Outreach Services (ITOS)](https://www.uga.edu/) with funding from USAID.

Tags: administrative boundaries-divisions
Organization: OCHA Field Information Services Section (FISS)
Mauritania - Subnational Edge-matched Administrative Boundaries

Mauritania administrative level 0-3 edge-matched gazetteer and boundary files.

COD-EM datasets do not replace the authoritative [COD-AB available here](https://data.humdata.org/dataset/cod-ab-mrt); however COD-EM datasets may be preferred for cartographic purposes.  See caveats.

These layers are suitable for database or GIS linkage to the [Mauritania - Subnational Population Statistics](https://data.humdata.org/dataset/cod-ps-mrt) tables using the ADM0, ADM1, ADM2, and ADM3_PCODE fields.

Vetting by Information Technology Outreach Services (ITOS) with funding from USAID.


Tags: administrative boundaries-divisions, gazetteer
Organization: OCHA Field Information Services Section (FISS)
Lebanon - Subnational Edge-matched Administrative Boundaries

Lebanon administrative level 0-3 edge-matched gazetteer and boundary files.
SEE CAVEATS

COD-EM datasets do not replace the authoritative [COD-AB available here](https://data.humdata.org/dataset/cod-ab-lbn); however COD-EM datasets may be preferred for cartographic purposes.  See caveats.

These layers are suitable for database or GIS linkage to the [Lebanon - Subnational Population Statistics](https://data.humdata.org/dataset/cod-ps-lbn) tables using the ADM0, ADM1, ADM2, and ADM3_PCODE fields.

Vetting by Information Technology Outreach Services (ITOS) with funding from USAID.


Organization: OCHA Field Information Services Section (FISS)
Zambia - Subnational Edge-matched Administrative Boundaries

Zambia administrative level 0-4 shapefiles, geodatabase, gazetteer and geoservices

COD-EM datasets do not replace the authoritative COD-AB available [https://data.humdata.org/dataset/cod-ab-zmb](here); however COD-EM datasets may be preferred for cartographic purposes. See caveats.

Vetting by Information Technology Outreach Services (ITOS) with funding from USAID.

Tags: administrative boundaries-divisions
Organization: OCHA Field Information Services Section (FISS)
Tunisia - Subnational Edge-matched Administrative Boundaries

Tunisea administrative level 0-4 edge-matched gazetteer, shapefiles, geodatabase, and geoservice.

COD-EM datasets do not replace the authoritative [COD-AB available here](https://data.humdata.org/dataset/cod-ab-tun); however COD-EM datasets may be preferred for cartographic purposes.  See caveats.

Vetting by [Information Technology Outreach Services (ITOS)](https://www.uga.edu/) with funding from USAID.

Tags: administrative boundaries-divisions
Organization: OCHA Field Information Services Section (FISS)
Togo - Subnational Edge-matched Administrative Boundaries

Togo administrative level 0-3 edge-matched gazetteer, shapefiles, geodatabase, and geoservice.

COD-EM datasets do not replace the authoritative [COD-AB available here](https://data.humdata.org/dataset/cod-ab-tgo); however COD-EM datasets may be preferred for cartographic purposes.  See caveats.


These layers are suitable for database or GIS linkage to the [Togo - Subnational Population Statistics](https://data.humdata.org/dataset/cod-ps-tgo) tables.

Vetting by Information Technology Outreach Services (ITOS) with funding from USAID.

Tags: administrative boundaries-divisions
Organization: OCHA Field Information Services Section (FISS)
Chad - Subnational Edge-matched Administrative Boundaries

Chad administrative level 0-3 edge-matched gazetteer, shapefiles, geodatabase, and geoservice.

COD-EM datasets do not replace the authoritative [COD-AB available here](https://data.humdata.org/dataset/cod-ab-tcd); however COD-EM datasets may be preferred for cartographic purposes.  See caveats.

These layers are suitable for database or GIS linkage to the [Chad - Subnational Population Statistics](https://data.humdata.org/dataset/cod-ps-tcd) tables.

Vetting by Information Technology Outreach Services (ITOS) with funding from USAID.

Tags: administrative boundaries-divisions
Organization: OCHA Field Information Services Section (FISS)
Sint Maartin - Subnational Edge-matched Administrative Boundaries

Sint Maartin administrative level 0-4 edge-matched gazetteer, shapefiles, geodatabase, and geoservice.

This dataset was updated in January 2024 to correspond to the COD-AB with the newer five-regions administrative structure.

COD-EM datasets do not replace the authoritative [COD-AB available here](https://data.humdata.org/dataset/cod-ab-sxm); however COD-EM datasets may be preferred for cartographic purposes.  See caveats.


These layers are suitable for database or GIS linkage to the [Sint Maarten - Subnational Population Statistics](https://data.humdata.org/dataset/cod-ps-sxm) tables.

Vetting by Information Technology Outreach Services (ITOS) with funding from USAID.


Organization: OCHA Field Information Services Section (FISS)
Slovakia - Subnational Edge-matched Administrative Boundaries

Slovakia administrative level 0-2 edge-matched gazetteer, shapefiles, geodatabase, and geoservice.

COD-EM datasets do not replace the authoritative [COD-AB available here](https://data.humdata.org/dataset/cod-ab-svk); however COD-EM datasets may be preferred for cartographic purposes.  See caveats.

These layers are suitable for database or GIS linkage to the [Slovakia - Subnational Population Statistics](https://data.humdata.org/dataset/cod-ps-svk) tables.

Vetting by Information Technology Outreach Services (ITOS) with funding from USAID.

Tags: administrative boundaries-divisions
Organization: OCHA Field Information Services Section (FISS)
Sierra Leone - Subnational Edge-matched Administrative Boundaries

Sierra Leone administrative level 0-4 edge-matched gazetteer, shapefiles, geodatabase, and geoservice.

This dataset was updated in January 2024 to correspond to the COD-AB with the newer five-regions administrative structure.

COD-EM datasets do not replace the authoritative [COD-AB available here](https://data.humdata.org/dataset/cod-ab-sle); however COD-EM datasets may be preferred for cartographic purposes.  See caveats.


These layers are suitable for database or GIS linkage to the [Sierra Leone - Subnational Population Statistics](https://data.humdata.org/dataset/cod-ps-sle) tables.

Vetting by Information Technology Outreach Services (ITOS) with funding from USAID.


Tags: administrative boundaries-divisions
Organization: OCHA Field Information Services Section (FISS)
Romania - Subnational Edge-matched Administrative Boundaries

Romania administrative level 0-2 edge-matched gazetteer, shapefiles, geodatabase, and geoservice.

COD-EM datasets do not replace the authoritative [COD-AB available here](https://data.humdata.org/dataset/cod-ab-rou); however COD-EM datasets may be preferred for cartographic purposes.  See caveats.


These layers are suitable for database or GIS linkage to the [Romania - Subnational Population Statistics](https://data.humdata.org/dataset/cod-ps-rou) tables.

Vetting by Information Technology Outreach Services (ITOS) with funding from USAID.

Tags: administrative boundaries-divisions
Organization: OCHA Field Information Services Section (FISS)
Poland - Subnational Edge-matched Administrative Boundaries

Poland administrative level 0-2 edge-matched gazetteer, shapefiles, geodatabase, and geoservice.

COD-EM datasets do not replace the authoritative [COD-AB available here](https://data.humdata.org/dataset/cod-ab-pol); however COD-EM datasets may be preferred for cartographic purposes.  See caveats.

These layers are suitable for database or GIS linkage to the [Poland - Subnational Population Statistics](https://data.humdata.org/dataset/cod-ps-pol) tables.

Vetting by Information Technology Outreach Services (ITOS) with funding from USAID.

Tags: administrative boundaries-divisions
Organization: OCHA Field Information Services Section (FISS)
Pakistan - Subnational Edge-matched Administrative Boundaries

Pakistan administrative level 0-3 COD-EM edge-matched gazetteer, shapefiles, geodatabase, and geoservice.

COD-EM datasets do not replace the authoritative [COD-AB available here](https://data.humdata.org/dataset/cod-ab-pak); however COD-EM datasets may be preferred for cartographic purposes.  See caveats.



Note: these boundaries and P-codes are not compatible with the Pakistan COD-PS.

Vetting by Information Technology Outreach Services (ITOS) with funding from USAID.

Tags: administrative boundaries-divisions
Organization: OCHA Field Information Services Section (FISS)
Nicaragua - Subnational Edge-matched Administrative Boundaries

Nicaragua administrative level 0-2 boundaries, gazetteer, and geoservices.

COD-EM datasets do not replace the authoritative COD-AB available here; however COD-EM datasets may be preferred for cartographic purposes. See caveats.

These boundaries are NOT suitable for database or GIS linkage to the [Nicaragua - Subnational Population Statistics](https://data.humdata.org/dataset/cod-ps-nic) tables, which do not have compatible P-coding.

Vetting by [Information Technology Outreach Services (ITOS)](https://www.uga.edu/) with funding from USAID.

Tags: administrative boundaries-divisions, gazetteer
Organization: OCHA Field Information Services Section (FISS)
Nigeria - Subnational Edge-matched Administrative Boundaries

Nigeria administrative level 0-3 edge-matched gazetteer, shapefiles, geodatabase, and geoservice.

These layers are suitable for database or GIS linkage to the [Nigeria - Subnational Population Statistics tables](https://data.humdata.org/dataset/cod-ps-nga).

Vetting by Information Technology Outreach Services (ITOS) with funding from USAID.

Tags: administrative boundaries-divisions
Organization: OCHA Field Information Services Section (FISS)
Malawi - Subnational Edge-matched Administrative Boundaries

Malawi administrative level 0-3 boundaries, gazetteer, and geoservice.

COD-EM datasets do not replace the authoritative [COD-AB available here](https://data.humdata.org/dataset/cod-ab-mwi); however COD-EM datasets may be preferred for cartographic purposes.  See caveats.


These shapefiles are suitable for database or ArcGIS linkage to the [Malawi - Subnational Population Statistics](https://data.humdata.org/dataset/cod-ps-mwi) tables.

Vetting by Information Technology Outreach Services (ITOS) with funding from USAID.

Tags: administrative boundaries-divisions
Organization: OCHA Field Information Services Section (FISS)
Mali - Subnational Edge-matched Administrative Boundaries

Mali administrative level 0-2 edge-matched gazetteer, shapefiles, geodatabase, and geoservice.

COD-EM datasets do not replace the authoritative [COD-AB available here](https://data.humdata.org/dataset/cod-ab-mli); however COD-EM datasets may be preferred for cartographic purposes.  See caveats.


These layers are suitable for database or GIS linkage to the [Mali - Subnational Population Statistics](https://data.humdata.org/dataset/cod-ps-mli) tables.

Vetting by Information Technology Outreach Services (ITOS) with funding from USAID.

Tags: administrative boundaries-divisions
Organization: OCHA Field Information Services Section (FISS)
Republic of Moldova - Subnational Edge-matched Administrative Boundaries

Republic of Moldova administrative level 0-2 edge-matched gazetteer, shapefiles, geodatabase, and geoservice.

COD-EM datasets do not replace the authoritative [COD-AB available here](https://data.humdata.org/dataset/cod-ab-mda); however COD-EM datasets may be preferred for cartographic purposes.  See caveats.


These layers are suitable for database or GIS linkage to the [Republic of Moldova - Subnational Population Statistics](https://data.humdata.org/dataset/cod-ps-mda) tables.

Vetting by Information Technology Outreach Services (ITOS) with funding from USAID.

Tags: administrative boundaries-divisions
Organization: OCHA Field Information Services Section (FISS)
Saint Martin - Subnational Edge-matched Administrative Boundaries

Saint Martin administrative level 0 edge-matched gazetteer, shapefiles, geodatabase, and geoservice.

COD-EM datasets do not replace the authoritative [COD-AB available here](https://data.humdata.org/dataset/cod-ab-maf); however COD-EM datasets may be preferred for cartographic purposes.  See caveats.


These layers are suitable for database or GIS linkage to the [Saint Martin- Subnational Population Statistics](https://data.humdata.org/dataset/cod-ps-maf) tables.

Vetting by Information Technology Outreach Services (ITOS) with funding from USAID.

Tags: administrative boundaries-divisions
Organization: OCHA Field Information Services Section (FISS)
Liberia - Subnational Edge-matched Administrative Boundaries

Liberia administrative level 0-2 edge-matched gazetteer, shapefiles, geodatabase, and geoservice.

COD-EM datasets do not replace the authoritative [COD-AB available here](https://data.humdata.org/dataset/cod-ab-lbr); however COD-EM datasets may be preferred for cartographic purposes.  See caveats.


These layers are suitable for database or GIS linkage to the [Benin - Subnational Population Statistics](https://data.humdata.org/dataset/cod-ps-lbr) tables.

Vetting by Information Technology Outreach Services (ITOS) with funding from USAID.

Tags: administrative boundaries-divisions
Organization: OCHA Field Information Services Section (FISS)
Kuwait - Subnational Edge-matched Administrative Boundaries

Kuwait administrative level 0-1 edge-matched gazetteer, shapefiles, geodatabase, and geoservice.

COD-EM datasets do not replace the authoritative [COD-AB available here](https://data.humdata.org/dataset/cod-ab-kwt); however COD-EM datasets may be preferred for cartographic purposes.  See caveats.


These layers are suitable for database or GIS linkage to the [Kuwait - Subnational Population Statistics](https://data.humdata.org/dataset/cod-ps-kwt) tables.

Vetting by Information Technology Outreach Services (ITOS) with funding from USAID.

Tags: administrative boundaries-divisions
Organization: OCHA Field Information Services Section (FISS)
Hungary - Subnational Edge-matched Administrative Boundaries

Hungary administrative level 0-2 edge-matched gazetteer, shapefiles, geodatabase, and geoservice.

COD-EM datasets do not replace the authoritative COD-AB available here; however COD-EM datasets may be preferred for cartographic purposes. See caveats.

These layers are suitable for database or GIS linkage to the [Hungary - Subnational Population Statistics tables](https://data.humdata.org/dataset/cod-ps-hun).

Vetting by Information Technology Outreach Services (ITOS) with funding from USAID.

Tags: administrative boundaries-divisions
Organization: OCHA Field Information Services Section (FISS)
Haiti - Subnational Edge-matched Administrative Boundaries

Haiti administrative level 0-3 edge-matched gazetteer, shapefiles, geodatabase, and geoservice.

COD-EM datasets do not replace the authoritative [COD-AB available here](https://data.humdata.org/dataset/cod-ab-hti); however COD-EM datasets may be preferred for cartographic purposes.  See caveats.

These layers are suitable for database or GIS linkage to the [Haiti - Subnational Population Statistics](https://data.humdata.org/dataset/cod-ps-hti) tables using the ADM0, ADM1, ADM2, and ADM3_PCODE fields.

Vetting by [Information Technology Outreach Services (ITOS)](https://www.uga.edu/) with funding from USAID.

Tags: administrative boundaries-divisions, gazetteer
Organization: OCHA Field Information Services Section (FISS)
Guinea-Bissau - Subnational Edge-matched Administrative Boundaries

Guinea-Bissau administrative level 0-2 edge-matched gazetteer, shapefiles, geodatabase, and geoservice.

COD-EM datasets do not replace the authoritative [COD-AB available here](https://data.humdata.org/dataset/cod-ab-gnb); however COD-EM datasets may be preferred for cartographic purposes.  See caveats.


These layers are suitable for database or GIS linkage to the [Guinea-Bissau - Subnational Population Statistics](https://data.humdata.org/dataset/cod-ps-gnb) tables.

Vetting by Information Technology Outreach Services (ITOS) with funding from USAID.

Tags: administrative boundaries-divisions
Organization: OCHA Field Information Services Section (FISS)
Gambia - Subnational Edge-matched Administrative Boundaries

Gambia administrative level 0-2 edge-matched gazetteer, shapefiles, geodatabase, and geoservice.

COD-EM datasets do not replace the authoritative [COD-AB available here](https://data.humdata.org/dataset/cod-ab-gmb); however COD-EM datasets may be preferred for cartographic purposes.  See caveats.

These layers are suitable for database or GIS linkage to the [Gambia - Subnational Population Statistics](https://data.humdata.org/dataset/cod-ps-gmb) tables using the ADM0, ADM1, and ADM2_PCODE fields.

Vetting by Information Technology Outreach Services (ITOS) with funding from USAID.

Tags: administrative boundaries-divisions
Organization: OCHA Field Information Services Section (FISS)
Guinea - Subnational Edge-matched Administrative Boundaries

Guinea administrative level 0-3 edge-matched gazetteer, shapefiles, geodatabase, and geoservice.

COD-EM datasets do not replace the authoritative [COD-AB available here](https://data.humdata.org/dataset/cod-ab-gin); however COD-EM datasets may be preferred for cartographic purposes.  See caveats.

These layers are suitable for database or GIS linkage to the [Guinea - Subnational Population Statistics](https://data.humdata.org/dataset/cod-ps-gin) tables using the ADM0, ADM1, ADM2, and ADM3_PCODE fields.

Vetting by Information Technology Outreach Services (ITOS) with funding from USAID.


Tags: administrative boundaries-divisions
Organization: OCHA Field Information Services Section (FISS)
Ghana - Subnational Edge-matched Administrative Boundaries

Ghana administrative level 0-2 edge-matched gazetteer, shapefiles, geodatabase, and geoservice.

COD-EM datasets do not replace the authoritative [COD-AB available here](https://data.humdata.org/dataset/cod-ab-gha); however COD-EM datasets may be preferred for cartographic purposes.  See caveats.

These layers are suitable for database or GIS linkage to the [Ghana - Subnational Population Statistics tables](https://data.humdata.org/dataset/cod-ps-gha) using the ADM0, ADM1, or ADM2_PCODE fields.

Vetting by Information Technology Outreach Services (ITOS) with funding from USAID.

Tags: administrative boundaries-divisions
Organization: OCHA Field Information Services Section (FISS)
Cameroon - Subnational Edge-matched Administrative Boundaries

Cameroon administrative level 0-3 edge-matched gazetteer, shapefiles, geodatabase, and geoservice.

COD-EM datasets do not replace the authoritative [COD-AB available here](https://data.humdata.org/dataset/cod-ab-cmr); however COD-EM datasets may be preferred for cartographic purposes.  See caveats.

These layers are suitable for database or GIS linkage to the [Cameroon - Subnational Population Statistics](https://data.humdata.org/dataset/cod-ps-cmr) tables using the ADM0, ADM1, ADM2, and ADM3_PCODE fields.

Vetting by [Information Technology Outreach Services (ITOS)](https://www.uga.edu/) with funding from USAID.

Tags: administrative boundaries-divisions
Organization: OCHA Field Information Services Section (FISS)
Côte d'Ivoire - Subnational Edge-matched Administrative Boundaries

Côte d'Ivoire administrative level 0-3 edge-matched gazetteer, shapefiles, geodatabase, and geoservice.

COD-EM datasets do not replace the authoritative [COD-AB available here](https://data.humdata.org/dataset/cod-ab-civ); however COD-EM datasets may be preferred for cartographic purposes.  See caveats.

These layers are suitable for database or GIS linkage to the [Côte d'Ivoire - Subnational Population Statistics](https://data.humdata.org/dataset/cod-ps-civ) tables using the ADM0, ADM1, ADM2, and ADM3_PCODE fields.

Vetting by Information Technology Outreach Services (ITOS) with funding from USAID.


Tags: administrative boundaries-divisions
Organization: OCHA Field Information Services Section (FISS)
Central African Republic - Subnational Edge-matched Administrative Boundaries

Central African Republic administrative level 0-3 and Bangui level 4 gazetteer, shapefiles, geodatabase, and geoservice.

COD-EM datasets do not replace the authoritative [COD-AB available here](https://data.humdata.org/dataset/cod-ab-caf); however COD-EM datasets may be preferred for cartographic purposes.  See caveats.


These layers are suitable for database or GIS linkage to the [Central African Republic - Subnational Population Statistics](https://data.humdata.org/dataset/cod-ps-caf) tables using the ADM0, ADM1, ADM2, and ADM3_PCODE fields.

Vetting by [Information Technology Outreach Services (ITOS)](https://www.uga.edu/) with funding from USAID.

Tags: administrative boundaries-divisions
Organization: OCHA Field Information Services Section (FISS)
Belarus - Subnational Edge-matched Administrative Boundaries

Belarus administrative level 0-2 edge-matched gazetteer, shapefiles, geodatabase, and geoservice.

COD-EM datasets do not replace the authoritative [COD-AB available here](https://data.humdata.org/dataset/cod-ab-blr); however COD-EM datasets may be preferred for cartographic purposes.  See caveats.

Vetting by Information Technology Outreach Services (ITOS) with funding from USAID.

Tags: administrative boundaries-divisions
Organization: OCHA Field Information Services Section (FISS)
Bulgaria - Subnational Edge-matched Administrative Boundaries

Bulgaria administrative level 0-2 edge-matched gazetteer, shapefiles, geodatabase, and geoservice.

COD-EM datasets do not replace the authoritative [COD-AB available here](https://data.humdata.org/dataset/cod-ab-bgr); however COD-EM datasets may be preferred for cartographic purposes.  See caveats.

Vetting by [Information Technology Outreach Services (ITOS)](https://www.uga.edu/) with funding from USAID.

Tags: administrative boundaries-divisions
Organization: OCHA Field Information Services Section (FISS)
Zambia Displacement - [IDPs, Returnees] - Baseline Assessment [IOM DTM]

The dataset includes internally displaced persons (IDPs) and returnees at the sub-national level, along with information on the reasons for displacement, places of origin, and dates of multiple displacements.

In the context of Zambia’s drought response, displacement dynamics remain complex and evolving. Reports indicate movements of IDPs from drought-affected regions to areas with better access to water and resources. While some individuals have permanently resettled, others frequently move between their place of displacement and their area of origin.

Tags: climate hazards, displacement, drought, hxl, internally displaced persons-idp
Organization: International Organization for Migration (IOM)
Afghanistan: Operational Presence (Historical)

The Who does What Where (3W) is a core humanitarian coordination dataset. It is critical to know where humanitarian organizations are working, what they are doing and their capability in order to identify gaps, avoid duplication of efforts, and plan for future humanitarian response (if needed). The data includes a list of humanitarian organizations by district and cluster, as well as a unique count of organizations. An interactive map of the 3W data can be accessed [here](https://www.humanitarianresponse.info/en/operations/afghanistan/3w). 

Tags: hxl, operational presence, who is doing what and where-3w-4w-5w
Organization: OCHA Afghanistan