AndreaBozzo/ceres-open-data-index huggingface dataset:
Lebanon Displacement Data - Migrant Presence Monitoring (MPM)- [IOM DTM]

The MPM (Migrant Presence Monitoring) baseline assessment is designed to systematically assess, through a series of MPM Rounds, cadastres (Admin 3 areas) in Lebanon to quantify the presence of migrants per this administrative area to support operational assistance, coordination, and planning. The data collection is based on estimations received from Key Informants (KI) who are mostly composed of Mukhtars, local authorities of these areas, and Municipality officials. The MPM relies on KIs to provide reliable information for a specific and known area. For data collection, the administrative area of a cadastre was chosen as it is the smallest administrative unit with dedicated administrative officers, and the areas are small enough to ensure that information collected on the area are reliable. As a result of the situation and arrangements of migrant populations, repeated rounds will strengthen the data collected and resultant baseline.

The MPM (Migrant Presence Monitoring) baseline assessment follows the methodology of IOM’s global Displacement Tracking Matrix (DTM) Mobility Tracking component. Tailored to meet the specific operational context in Lebanon, the MPM baseline assessment gathers and analyzes data to disseminate critical multi-layered information on the presence and mobility of migrants as well as Lebanese nationals. This assessment aims to complement existing data collection exercises and it is implemented in coordination with key actors to maximize synergies, interoperability and avoid duplication

Tags: baseline population, demographics, hxl, migration
Organization: International Organization for Migration (IOM)
DTM Dominica, Preliminary Report on Schools used as Shelter

The Ministry of Education announced the first phase of school reopening on 16 October 2017. Therefore, IOM prioritized schools currently housing the displaced population in the first round of DTM assessment. 43 of the pre-identified collective centers were schools and 33 of these were housing displaced individuals on 6 October. IOM aims to provide basic information on these targeted schools to inform the government and general humanitarian community of the situation in these collective centers and support provision of assistance. This report presents the results of assessments carried out from 11-14 October in 19 schools that are scheduled to reopen in the coming days.

Tags: education, education facilities-schools, geodata
Organization: International Organization for Migration (IOM)
Micronesia (Federated States of) - Subnational Administrative Boundaries

Micronesia (Federated States of) administrative level 0-2 boundaries (COD-AB) dataset.

These administrative boundaries were established in:  2019

This COD-AB was most recently reviewed for accuracy and necessary changes in October 2024.  The COD-AB does not require any update.

Sourced from Federated States of Micronesia Division of Statistics,  2010 Census of Population and Housing and Secretariat of the Pacific Community, Statistics for Development Division

Vetting by Information Technology Outreach Services (ITOS) with funding from USAID.

This COD-AB is suitable for database or GIS linkage to the Micronesia (Federated States of) [COD-PS](https://data.humdata.org/dataset/cod-ps-fsm).

As this is an island country, no edge-matched (COD-EM) version of this COD-AB is required.

Please see the [COD Portal](https://cod.unocha.org/).

Administrative level 1 contains 4 feature(s).  The normal administrative level 1 feature type is ""State"".

Administrative level 2 contains 75 feature(s).  The normal administrative level 2 feature type is ""Municipality"".

Recommended cartographic projection:  Oceania

This metadata was last updated on January 13, 2025.

Tags: administrative boundaries-divisions, gazetteer, geodata
Organization: OCHA Office of the Pacific Islands
Tonga - Subnational Administrative Boundaries

Tonga administrative level 0-3 boundaries (COD-AB) dataset.

These administrative boundaries were established in:  2021

NOTE:  OCHA's Regional Office for the Caucasus and Central Asia is maintaining a dataset with the geographical boundaries of administrative levels 1 and 2 for preparedness purposes, but is not allowed to make it public. In case of a major humanitarian emergency, this geographical dataset will be shared with humanitarian agencies.

This COD-AB was most recently reviewed for accuracy and necessary changes in October 2024.  The COD-AB does not require any update.

Sourced from Secretariat of the Pacific Community, Statistics for Development Division, and Department of Lands.

Vetting by Information Technology Outreach Services (ITOS) with funding from USAID.

This COD-AB is suitable for database or GIS linkage to the Tonga [COD-PS](https://data.humdata.org/dataset/cod-ps-ton).

As this is an island country, no edge-matched (COD-EM) version of this COD-AB is required.

Please see the [COD Portal](https://cod.unocha.org/).

Administrative level 1 contains 5 feature(s).  The normal administrative level 1 feature type is ""Divisition"".

Administrative level 2 contains 23 feature(s).  The normal administrative level 2 feature type is ""District"".

Administrative level 3 contains 166 feature(s).  The normal administrative level 3 feature type is ""Village"".

Recommended cartographic projection:  Oceania

This metadata was last updated on January 13, 2025.

Tags: administrative boundaries-divisions
Organization: OCHA Office of the Pacific Islands
Brazil - Subnational Administrative Boundaries

Brazil administrative level 0-2 boundaries (COD-AB) dataset.

The date that these administrative boundaries were established is unknown.

NOTE:  The COD-PS does not include records for the uninhabited water features ""Lagoa Mirim"" and ""Lagoa dos Patos"".  

This COD-AB was most recently reviewed for accuracy and necessary changes in January 2025.  The COD-AB does not require any update.

Sourced from Instituto Brasileiro de Geografia e Estatística (IBGE)

Vetting by Information Technology Outreach Services (ITOS) with funding from USAID.

This COD-AB is suitable for database or GIS linkage to the Brazil [COD-PS](https://data.humdata.org/dataset/cod-ps-bra).

No edge-matched (COD-EM) version of this COD-AB has yet been prepared.

Please see the [COD Portal](https://cod.unocha.org/).

Administrative level 1 contains 27 feature(s).  The normal administrative level 1 feature type is 'currently not known'.

Administrative level 2 contains 5,572 feature(s).  The normal administrative level 2 feature type is 'currently not known'.

Recommended cartographic projection:  South America Albers Equal Area Conic

This metadata was last updated on February 03, 2025.

Tags: administrative boundaries-divisions, gazetteer
Organization: OCHA Latin America and the Caribbean (ROLAC)
Qatar - Subnational Administrative Boundaries

Qatar administrative level 0-3 boundaries (COD-AB) dataset.

The date that these administrative boundaries were established is unknown.

This COD-AB was most recently reviewed for accuracy and necessary changes in April 2024.  The COD-AB does not require any update.

Sourced from Qatar planning and statistics authority

Vetting by Information Technology Outreach Services (ITOS) with funding from USAID.

This COD-AB is suitable for database or GIS linkage to the Qatar [COD-PS](https://data.humdata.org/dataset/cod-ps-qat).

An edge-matched (COD-EM) version of this COD-AB is available on [HDX here](https://data.humdata.org/dataset/cod-em-qat).  

Please see the [COD Portal](https://cod.unocha.org/).

Administrative level 1 contains 8 feature(s).  The normal administrative level 1 feature type is ""Municipality"".

Administrative level 2 contains 91 feature(s).  The normal administrative level 2 feature type is ""Zone"".

Administrative level 3 contains 781 feature(s).  The normal administrative level 3 feature type is ""District"".

Recommended cartographic projection:  Asia South Albers Equal Area Conic

This metadata was last updated on January 9, 2025.

Tags: administrative boundaries-divisions, geodata, populated places-settlements
Organization: OCHA Middle East and North Africa (ROMENA)
Bahrain - Subnational Administrative Boundaries

Bahrain administrative level 0 boundaries (COD-AB) dataset.

The date that these administrative boundaries were established is unknown.

This COD-AB was most recently reviewed for accuracy and necessary changes in December 2024.  

Sourced from FAO GUAL DATA 2008_WFP

Vetting by Information Technology Outreach Services (ITOS) with funding from USAID.

There is no suitable population statistics dataset (COD-PS) for linkage to this COD-AB..

As this is an island country, no edge-matched (COD-EM) version of this COD-AB is required.

Please see the [COD Portal](https://cod.unocha.org/).

Recommended cartographic projection:  Asia South Albers Equal Area Conic

This metadata was last updated on January 17, 2025.

Tags: administrative boundaries-divisions, geodata, populated places-settlements
Organization: OCHA Middle East and North Africa (ROMENA)
Ecuador - Subnational Administrative Boundaries

Ecuador administrative level 0-3 boundaries (COD-AB) dataset.

These administrative boundaries were established in:  2017

NOTE:  ADM4 feature names are not yet availalble.  (Currently ADM4_PCODE is copied into ADM4_ES as a proxy.)  No lines layer is yet availalbe.  The live geoservices do not reflect the new ADM4 level.

This COD-AB was most recently reviewed for accuracy and necessary changes in December 2024.  The COD-AB does not require any update.

Sourced from INEC - Instituto Nacional de Estadística y Censos

Vetting by Information Technology Outreach Services (ITOS) with funding from USAID.

This COD-AB is suitable for database or GIS linkage to the Ecuador [COD-PS](https://data.humdata.org/dataset/cod-ps-ecu).

No edge-matched (COD-EM) version of this COD-AB has yet been prepared.

Please see the [COD Portal](https://cod.unocha.org/).

Administrative level 1 contains 26 feature(s).  The normal administrative level 1 feature type is ""currently not known"".

Administrative level 2 contains 223 feature(s).  The normal administrative level 2 feature type is ""currently not known"".

Administrative level 3 contains 1,044 feature(s).  The normal administrative level 3 feature type is ""currently not known"".

Recommended cartographic projection:  South America Albers Equal Area Conic

This metadata was last updated on January 9, 2025.

Tags: administrative boundaries-divisions, gazetteer, geodata
Organization: OCHA Latin America and the Caribbean (ROLAC)
Gabon - Subnational Administrative Boundaries

Gabon administrative level 0-2 boundaries (COD-AB) dataset.

The date that these administrative boundaries were established is unknown.

NOTE:  See COD-PS caveats about Libreville data.

This COD-AB was most recently reviewed for accuracy and necessary changes in October 2024.  The COD-AB does not require any update.

Sourced from Second Administrative Level Boundaries (SALB)

Vetting by Information Technology Outreach Services (ITOS) with funding from USAID.

This COD-AB is suitable for database or GIS linkage to the Gabon [COD-PS](https://data.humdata.org/dataset/cod-ps-gab).

No edge-matched (COD-EM) version of this COD-AB has yet been prepared.

Please see the [COD Portal](https://cod.unocha.org/).

Administrative level 1 contains 9 feature(s).  The normal administrative level 1 feature type is ""currently not known"".

Administrative level 2 contains 48 feature(s).  The normal administrative level 2 feature type is ""currently not known"".

Recommended cartographic projection:  Africa Albers Equal Area Conic

This metadata was last updated on January 9, 2025.

Tags: administrative boundaries-divisions, geodata
Organization: OCHA West and Central Africa (ROWCA)
North Macedonia - Subnational Administrative Boundaries

North Macedonia administrative level 0-4 boundaries (COD-AB) dataset.

The date that these administrative boundaries were established is unknown.

NOTE:  COD-AB omits MH0609 feature contained in COD-PS.

This COD-AB was most recently reviewed for accuracy and necessary changes in December 2024.  The COD-AB does not require any update.

Sourced from EuroGeographics and NTES (Nomenclature of Territorial Units for Statistics - Republic of Macedonia State Statistical Office)

Vetting by Information Technology Outreach Services (ITOS) with funding from USAID.

There is no suitable population statistics dataset (COD-PS) for linkage to this COD-AB..

No edge-matched (COD-EM) version of this COD-AB has yet been prepared.

Please see the [COD Portal](https://cod.unocha.org/).

Administrative level 1 contains 1 feature(s).  The normal administrative level 1 feature type is 'currently not known'.

Administrative level 3 contains 8 feature(s).  The normal administrative level 3 feature type is 'currently not known'.

Administrative level 4 contains 84 feature(s).  The normal administrative level 4 feature type is 'currently not known'.

Recommended cartographic projection:  Europe Albers Equal Area Conic

This metadata was last updated on January 17, 2025.

Organization: OCHA Field Information Services Section (FISS)
Greece - Subnational Administrative Boundaries

Greece administrative level 0-2 boundaries (COD-AB) dataset.

These administrative boundaries were established in:  2010

NOTE:  This dataset was derived in January 2025 from a version now named 'Greece- Subnational Administrative Boundaries - RIMWGE' developed but since neglected by the Regional IM Working Group - Europe.  This dataset was modified for compatibility by OCHA FIS.  LIVE GEOSERVICES WILL BE UPDATED SHORTLY.

This COD-AB was most recently reviewed for accuracy and necessary changes in January 2025.  The COD-AB does not require any update.

Sourced from EuroGeoGraphics

Vetting by Information Technology Outreach Services (ITOS) with funding from USAID.

There is no suitable population statistics dataset (COD-PS) for linkage to this COD-AB..

No edge-matched (COD-EM) version of this COD-AB has yet been prepared.

Please see the [COD Portal](https://cod.unocha.org/).

Administrative level 1 contains 8 feature(s).  The normal administrative level 1 feature type is 'Decentralized Administration or Monastic Community'.

Administrative level 2 contains 14 feature(s).  The normal administrative level 2 feature type is 'Region'.

Recommended cartographic projection:  Europe Albers Equal Area Conic

This metadata was last updated on January 17, 2025.

Organization: OCHA Field Information Services Section (FISS)
Philippines: Flooding

This dataset shows the actual extent of flooding in the Philippines caused by typhoons or tropical cyclones as of July 06, 2025, as observed through available satellite imagery. The dataset can be used to track the progression of floods over time, identify areas at risk, and assess the impact of these natural disasters on infrastructure, agriculture, and local populations.

Tags: affected area, climate hazards, cyclones-hurricanes-typhoons, damage assessment, disaster risk reduction-drr, flooding, geodata, natural disasters
Organization: The Philippine Space Agency
Botswana - Subnational Administrative Boundaries

Botswana administrative level 0-3 boundaries (COD-AB) dataset.

The date that these administrative boundaries were established is unknown.
This COD-AB has NOT been reviewed for accuracy and necessary changes in the last 12 months.

Sourced from UNFPA

Vetting by Information Technology Outreach Services (ITOS) with funding from USAID.

This COD-AB is suitable for database or GIS linkage to the Botswana [COD-PS](https://data.humdata.org/dataset/cod-ps-bwa).

No edge-matched (COD-EM) version of this COD-AB has yet been prepared.

Please see the [COD Portal](https://cod.unocha.org/).

Administrative level 1 contains 17 feature(s).  The normal administrative level 1 feature type is 'currently not known'.

Administrative level 2 contains 28 feature(s).  The normal administrative level 2 feature type is 'currently not known'.

Administrative level 3 contains 519 feature(s).  The normal administrative level 3 feature type is 'currently not known'.

Recommended cartographic projection:  Africa Albers Equal Area Conic

This metadata was last updated on January 17, 2025.

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

Kiribati administrative level 0-2 boundaries (COD-AB) dataset.

These administrative boundaries were established in:  2020

NOTE:  See COD-PS caveat about Kanton population.

This COD-AB was most recently reviewed for accuracy and necessary changes in October 2024.  The COD-AB does not require any update.

Sourced from Secretariat of the Pacific Community, Statistics for Development Division (kiribati.popgis.spc.int)

Vetting by Information Technology Outreach Services (ITOS) with funding from USAID.

This COD-AB is suitable for database or GIS linkage to the Kiribati [COD-PS](https://data.humdata.org/dataset/cod-ps-kir).

As this is an island country, no edge-matched (COD-EM) version of this COD-AB is required.

Please see the [COD Portal](https://cod.unocha.org/).

Administrative level 1 contains 3 feature(s).  The normal administrative level 1 feature type is ""currently not known"".

Administrative level 2 contains 36 feature(s).  The normal administrative level 2 feature type is ""currently not known"".

Recommended cartographic projection:  Oceania

This metadata was last updated on January 13, 2025.

Tags: administrative boundaries-divisions, gazetteer
Organization: OCHA Office of the Pacific Islands
Djibouti - Subnational Administrative Boundaries

Djibouti administrative level 0-2 boundaries (COD-AB) dataset.

The date that these administrative boundaries were established is unknown.
This COD-AB has NOT been reviewed for accuracy and necessary changes in the last 12 months.

Sourced from www.gadm.org

Vetting by Information Technology Outreach Services (ITOS) with funding from USAID.

This COD-AB is suitable for database or GIS linkage to the Djibouti [COD-PS](https://data.humdata.org/dataset/cod-ps-dji).

No edge-matched (COD-EM) version of this COD-AB has yet been prepared.

Please see the [COD Portal](https://cod.unocha.org/).

Administrative level 1 contains 6 feature(s).  The normal administrative level 1 feature type is ""currently not known"".

Administrative level 2 contains 20 feature(s).  The normal administrative level 2 feature type is ""currently not known"".

Recommended cartographic projection:  Africa Albers Equal Area Conic

This metadata was last updated on January 9, 2025.

Tags: administrative boundaries-divisions, gazetteer, geodata
Organization: OCHA Field Information Services Section (FISS)
Marshall Islands - Subnational Administrative Boundaries

Marshall Islands administrative level 0-2 boundaries (COD-AB) dataset.

NOTE:  WARNING:  The geoservices are not scaled correctly.  Users are advised to rely on the shapefiles or geodatabase.  The COD-AB omits MH0609 feature contained in COD-PS.  The disbursed nature of this archipelago country does not make it suitable for EMF mapping.

This COD-AB was most recently reviewed for accuracy and necessary changes in October 2024.  The COD-AB does not require any update.

Sourced from Secretariat of the Pacific Community, Statistics for Development Division

Vetting by Information Technology Outreach Services (ITOS) with funding from USAID.

This COD-AB is suitable for database or GIS linkage to the Marshall Islands [COD-PS](https://data.humdata.org/dataset/cod-ps-mhl).

As this is an island country, no edge-matched (COD-EM) version of this COD-AB is required.

Please see the [COD Portal](https://cod.unocha.org/).

Administrative level 1 contains 25 feature(s).

Administrative level 2 contains 153 feature(s).

These administrative boundaries were established in:  2021

Recommended cartographic projection:  Oceania

Tags: administrative boundaries-divisions, gazetteer, geodata
Organization: OCHA Regional Office for Asia and the Pacific (ROAP)
Uzbekistan - Subnational Administrative Boundaries

Uzbekistan administrative level 0-2 boundaries (COD-AB) dataset.

The date that these administrative boundaries were established is unknown.

NOTE:  See COD-PS caveats about sex and age disaggregation and feature name translations.  COD-PS to be updated shortly.

This COD-AB was most recently reviewed for accuracy and necessary changes in January 2024.  The COD-AB does not require any update.

Sourced from OCHA

Vetting by Information Technology Outreach Services (ITOS) with funding from USAID.

This COD-AB is suitable for database or GIS linkage to the Uzbekistan [COD-PS](https://data.humdata.org/dataset/cod-ps-uzb).

No edge-matched (COD-EM) version of this COD-AB has yet been prepared.

Please see the [COD Portal](https://cod.unocha.org/).

Administrative level 1 contains 14 feature(s).  The normal administrative level 1 feature type is ""currently not known"".

Administrative level 2 contains 199 feature(s).  The normal administrative level 2 feature type is ""currently not known"".

Recommended cartographic projection:  Asia South Albers Equal Area Conic

This metadata was last updated on January 13, 2025.

Tags: administrative boundaries-divisions, gazetteer, geodata
Organization: OCHA Middle East and North Africa (ROMENA)
United Republic of Tanzania - Subnational Administrative Boundaries

Tanzania administrative level 0 (country), 1 (region), 2 (district), and 3 (ward) boundary and line shapefiles, geodatabase

These boundary files are suitable for database or GIS linkage to the [Tanzania administrative level 0-3 population statistics tables](https://data.humdata.org/dataset/cod-ps-tza).

These boundaries reflect the creation of Songwe region (TZ26) in January 2016 from the western half of Mbeya Region.

Tags: administrative boundaries-divisions, census, geodata
Organization: OCHA Field Information Services Section (FISS)
Solomon Islands - Subnational Administrative Boundaries

Solomon Islands administrative level 0-3 boundaries (COD-AB) dataset.

These administrative boundaries were established in:  2018

This COD-AB was most recently reviewed for accuracy and necessary changes in October 2024.  The COD-AB does not require any update.

Sourced from Solomon Islands National Statistics Office (SINSO), 2009 Census of Population and Housing	

Vetting by Information Technology Outreach Services (ITOS) with funding from USAID.

This COD-AB is suitable for database or GIS linkage to the Solomon Islands [COD-PS](https://data.humdata.org/dataset/cod-ps-slb).

As this is an island country, no edge-matched (COD-EM) version of this COD-AB is required.

Please see the [COD Portal](https://cod.unocha.org/).

Administrative level 1 contains 10 feature(s).  The normal administrative level 1 feature type is ""Province or Capital Territory"".

Administrative level 2 contains 50 feature(s).  The normal administrative level 2 feature type is ""Constituency"".

Administrative level 3 contains 183 feature(s).  The normal administrative level 3 feature type is ""currently not known"".

Recommended cartographic projection:  Oceania

This metadata was last updated on January 13, 2025.

Tags: administrative boundaries-divisions, gazetteer, geodata
Organization: OCHA Regional Office for Asia and the Pacific (ROAP)