AndreaBozzo/ceres-open-data-index huggingface dataset:
Western Sahara - Requirements and Funding Data

FTS publishes data on humanitarian funding flows as reported by donors and recipient organizations. It presents all humanitarian funding to a country and funding that is specifically reported or that can be specifically mapped against funding requirements stated in humanitarian response plans. The data comes from OCHA's [Financial Tracking Service](https://fts.unocha.org/), is encoded as utf-8 and the second row of the CSV contains [HXL](http://hxlstandard.org) tags.

Tags: funding, hxl
Organization: OCHA Financial Tracking System (FTS)
Turkey - Requirements and Funding Data

FTS publishes data on humanitarian funding flows as reported by donors and recipient organizations. It presents all humanitarian funding to a country and funding that is specifically reported or that can be specifically mapped against funding requirements stated in humanitarian response plans. The data comes from OCHA's [Financial Tracking Service](https://fts.unocha.org/), is encoded as utf-8 and the second row of the CSV contains [HXL](http://hxlstandard.org) tags.

Tags: covid-19, funding, hxl
Organization: OCHA Financial Tracking System (FTS)
Multi-Sector Needs Assessment Lebanon - Lebanese HHs

The multi-sector needs assessment (MSNA) was the third assessment conducted by REACH in Lebanon. The main objective of this MSNA is to provide a comprehensive overview of the multi-sectoral needs and humanitarian conditions across all governorates for three population groups in Lebanon: Lebanese, migrants, and Palestine Refugees in Lebanon (PRL) residing in camps. This assessment also aims to deepen the understanding of the crisis by evaluating its magnitude and severity among the targeted populations. Moreover, the findings will enhance current humanitarian response plans and provide input for future collective planning.

This dataset contains clean and anonymized data for the Lebanese population. Data was collected between July and October 2023, and weights are included. The findings are representative at the district and governorate levels.

Due to access issues, data was not collected in three districts of the Nabatieh governorate and in the Dahye area of Baabda district.household

Tags: education, food security, health, livelihoods, needs assessment, shelter, water sanitation and hygiene-wash
Organization: REACH Initiative
REACH COLOMBIA | Iniciativa Conjunta de Monitoreo de Mercados (JMMI) Nov 2020 - 2021

La Iniciativa Conjunta de Monitoreo de Mercado (JMMI - Joint Market Monitoring Initiative) es el resultado del esfuerzo conjunto del Grupo de Transferencias Monetarias de Colombia (GTM) desde noviembre de 2019. Los objetivos y diseño metodológico de esta iniciativa responden a las necesidades de información para mercados de comercio, alojamiento y salud sexual y reproductiva, reportadas desde la Encuesta conjunta de Necesidades del Grupo Interagencial sobre Flujos Migratorios Mixtos (GIFMM) (2023) y el Plan de Respuesta a Prioridades Comunitarias 2024-2025 (PRPC).

Tags: cash voucher assistance-cva, food security, health, markets, non-food items-nfi, shelter
Organization: REACH Initiative
IMPACT/REACH CRS | Fronteras en Movimiento: Evaluación transfronteriza de necesidades

En los últimos años, los flujos migratorios en América Latina y el Caribe han incrementado y se han diversificado considerablemente como consecuencia, entre otros factores, de la crisis migratoria venezolana, los graves y prolongados efectos económicos y sociales de la pandemia del Covid-19, y la creciente inflación e inseguridad alimentaria que se vive en la región.  A partir del éxodo de más de 7 millones de venezolanos, distintos países de la región que no tenían una tradición migratoria establecida se han convertido en lugar de tránsito y recepción de personas provenientes de este país.  En la mayoría de países de acogida, la población venezolana no ha alcanzado un estatus regular, enfrenta dificultades de integración y xenofobia, y no cumple con requisitos legales de ingreso, por lo que frecuentemente utiliza pasos irregulares.  En los dos últimos años, la migración proveniente de Venezuela a países de la región continuó, si bien se evidenciaron cambios en su movilidad, entre los que se encuentran: movimientos de retorno a Venezuela, flujos multidireccionales y migraciones secundarias a otros destinos del hemisferio.  Durante este periodo han aumentado dramáticamente los movimientos desde Suramérica a Estados Unidos a través del Tapón del Darién, en la frontera colombo-panameña: en los tres primeros meses de 2023, este flujo alcanzó un número récord, con más de 100.000 personas entradas irregulares a Panamá registradas, la mayoría de las cuales eran de nacionalidad venezolana, haitiana, y ecuatoriana, así como población extracontinental.   

Tags: migration
Organization: REACH Initiative
Colombia - La Guajira - ABA - Percepciones sobre involucramiento comunitario retos y mejora

La Evaluación Basada en Área (EBA) en Maicao y Riohacha realizada por REACH Colombia busca evaluar las características sociodemográficas; las intenciones de movilidad de la población de interés; y la percepción comunitaria respecto a la asistencia humanitaria y analizar las dinámicas de coordinación entre las organizaciones humanitarias, con el fin de identificar brechas, oportunidades y el nivel de participación comunitaria en los procesos de asistencia y coordinación humanitaria. Se prioriza la visión de diversos actores, como grupos poblacionales particularmente afectados, representantes políticos, miembros de organizaciones internacionales y locales y líderes comunitarios.

Tags: climate-weather, community engagement, demographics, natural disasters
Organization: REACH Initiative
Peru - DTM Round2 Flow Monitoring of Venezuelan Migration

DTM Round 2 was applied in Tumbes, Tacna and Lima Metropolitan; between December 2017 and January 2018. This had questions related to Profile of Venezuelan migrant, Living conditions in Lima and Callao, Migratory route, Place of transit, Difficulties on the route, Situation in the transit country and others fields

Tags: baseline population, displacement, internally displaced persons-idp, migration, returnees
Organization: International Organization for Migration (IOM)
China: Earthquake - 7.0M - Jan 2024

**ADAM ID: eq\_us7000lsze**  Magnitude 7.0 earthquake at 27.366 depth occurred on Jan 22 2024 in 70km W of Wushi. It impacted 24706 people. The epicentre was at latitude 41.2938 longitude 78.5937.

Tags: affected population, earthquake-tsunami
Organization: WFP Automated Disaster Analysis & Mapping
CCCM Cluster Somalia: IDP Site/Service Monitoring

The site monitoring tool is used by CCCM partners to carry out service monitoring of key contextualized indicators in order to analyze humanitarian service trends in either site or district over time. Service monitoring can either be done at the site-level or at the district level depending on the scale of the operation. This data which is recorded is useful for CCCM partners and sub-national cluster partners to have as it serves as an advocacy tool for improved and better tailored humanitarian responses from various sectors.

Tags: camp coordination and camp management-cccm, internally displaced persons-idp, populated places-settlements
Organization: CCCM Cluster Somalia
CCCM Cluster Somalia: Complaints and Feedback Mechanism (CFM)

The CCCM cluster established a standardized complaints feedback mechanism (CFM) in August 2020 with the objective of uniformly capturing
key complaint data which can be analyzed by humanitarian partners. This monthly snapshot highlights important IDP complaint-related trends and tendencies for locations where CCCM partners are active. Stakeholders can also access the cluster’s real-time CFM dashboard for further data analysis.

Tags: camp coordination and camp management-cccm, displacement, internally displaced persons-idp, populated places-settlements
Organization: CCCM Cluster Somalia
Peru: Earthquake - 6.2M - Dec 2023

**ADAM ID: eq\_us7000lkb1**  Magnitude 6.2 earthquake at 93.43 depth occurred on Dec 20 2023 in 12km S of Iray. It impacted 32748 people. The epicentre was at latitude -15.9595 longitude -72.6028.

Tags: affected population, earthquake-tsunami
Organization: WFP Automated Disaster Analysis & Mapping
China: Earthquake - 6.0M - Dec 2023

**ADAM ID: eq\_us7000ljvg**  Magnitude 6.0 earthquake at 10.0 depth occurred on Dec 18 2023 in 5km NW of Jishishan Bonan. It impacted 867547 people. The epicentre was at latitude 35.7339 longitude 102.8364.

Tags: affected population, earthquake-tsunami
Organization: WFP Automated Disaster Analysis & Mapping
Philippines: Earthquake - 6.2M - Dec 2023

**ADAM ID: eq\_us7000lfjr**  Magnitude 6.2 earthquake at 18.032 depth occurred on Dec 02 2023 in 46km E of Hinatuan. It impacted 68921 people. The epicentre was at latitude 8.4118 longitude 126.7464.

Tags: affected population, earthquake-tsunami
Organization: WFP Automated Disaster Analysis & Mapping
Philippines: Earthquake - 6.0M - Dec 2023

**ADAM ID: eq\_us7000lfmi**  Magnitude 6.0 earthquake at 49.093 depth occurred on Dec 02 2023 in 56km E of Hinatuan. It impacted 6315 people. The epicentre was at latitude 8.3525 longitude 126.8427.

Tags: affected population, earthquake-tsunami
Organization: WFP Automated Disaster Analysis & Mapping
IOM Bangladesh - Needs and Population Monitoring (NPM) Round 13 Site Assessment

Following an outbreak of violence on 25 August 2017 in Rakhine State, Myanmar, a new massive influx of Rohingya refugees to Cox’s Bazar, Bangladesh started in late August 2017. Most of the Rohingya refugees settled in Ukhia and Teknaf Upazilas of Cox’s Bazar, a district bordering Myanmar identified as the main entry area for border crossings.

This dataset presents the result of the NPM Round 13 Site Assessment exercise, which was conducted between 4 November and 20 November 2018. It provides an update on population distribution, movements and multi-sectoral needs of Rohingya refugees.

Tags: needs assessment, refugee crisis, refugees
Organization: International Organization for Migration (IOM)
IOM Bangladesh - Needs and Population Monitoring (NPM) Drone imagery and GIS package by camp (September/October 2018)

NPM Bangladesh has produced a number of tools based on its regular data collection activities and drone flights. The package of September - October 2018 is based on  [NPM Site Assessment 12](https://data.humdata.org/dataset/iom-bangladesh-needs-and-population-monitoring-npm-round-12-site-assessment) (as of 10 October) and NPM most updated drone imagery (as of 26 September).

Here below, the complete package by camp:

- SW Map package
- KMZ file
- Drone image

The full image and shapefiles are available at this [link](https://data.humdata.org/dataset/iom-npm-cox-bazar-uav-imagery).

Tags: needs assessment, populated places-settlements, refugee crisis
Organization: International Organization for Migration (IOM)
IOM Bangladesh - Needs and Population Monitoring (NPM) Drone imagery and GIS package by camp (August 2018)

NPM Bangladesh has produced a number of tools based on its regular data collection activities and drone flights.
The package of August 2018 is based on [NPM Site Assessment 12](https://data.humdata.org/dataset/iom-bangladesh-needs-and-population-monitoring-npm-round-12-site-assessment) (as of 4 September)  and NPM most updated drone imagery (as of 11 September).

Here below, the complete package by camp:

- SW Map package
- KMZ file
- Drone image

The full image and shapefiles are available at this [link](https://data.humdata.org/dataset/iom-npm-cox-bazar-uav-imagery).


Tags: geodata, needs assessment, populated places-settlements, refugee crisis
Organization: International Organization for Migration (IOM)
Réunion: Cyclone - Category 2 - Jan 2024

**ADAM ID: 1001041\_8**  Cyclone (category 2) during the period Jan 12 2024-Jan 15 2024 in Miscellaneous (French) Indian Ocean Islands, Madagascar. It impacted 871751 people.

Tags: affected population, cyclones-hurricanes-typhoons, geodata
Organization: WFP Automated Disaster Analysis & Mapping
IOM Bangladesh - Needs and Population Monitoring (NPM) Round 12 Site Assessment

Following an outbreak of violence on 25 August 2017 in Rakhine State, Myanmar, a new massive influx of Rohingya refugees to Cox’s Bazar, Bangladesh started in late August 2017. Most of the Rohingya refugees settled in Ukhia and Teknaf Upazilas of Cox’s Bazar, a district bordering Myanmar identified as the main entry area for border crossings.

This dataset presents the result of the NPM Round 12 Site Assessment exercise, which collected information related to the Rohingya refugee population distribution and needs during the months of August, September and October 2018.

- The data collection for NPM baseline survey was conducted between 9 August and 4 September 2018: it provides an update about the population distribution and movements.
- The data collection for NPM Site Assessment survey was conducted between 23 September and 10 October 2018: in addition to an update about the population figures, this includes a multi-sectoral needs assessment.

The full maps and GIS packages by camp produced based on NPM Baseline and Site Assessment 12 are available at the links below:

- Please click [here](https://data.humdata.org/dataset/iom-bangladesh-npm-drone-imagery-and-gis-package-by-camp-sept-oct-2018) to access the data by camp as of September/October 2018.
- Please click [here](https://data.humdata.org/dataset/iom-bangladesh-needs-and-population-monitoring-npm-drone-imagery-and-gis-package-by-camp-august-2018) to access the data by camp as of August 2018.

Rohingya refugee population distribution by para in Teknaf upazila. 
- Please click [here](https://data.humdata.org/dataset/iom-bangladesh-needs-and-population-monitoring-npm-teknaf-para-mapping).


Tags: needs assessment, refugee crisis, refugees
Organization: International Organization for Migration (IOM)
Yemen Emergency Event Tracking Jun-Aug 2018 [IOM DTM]

In this report DTM estimates that over 420,000 individuals have experienced rapid onset displacement. The majority of these IDPs were reported to be displaced from Al Hudaydah during the month of June, with Hajjah Governorate households experiencing displacement from Hayran district in late August.

Tags: displacement, internally displaced persons-idp
Organization: International Organization for Migration (IOM)
IOM Bangladesh - Needs and Population Monitoring (NPM) Drone imagery and GIS package by camp (November 2018)

NPM Bangladesh has produced a number of tools based on its regular data collection activities and drone flights. The package of November 2018 is based on [NPM Site Assessment 13](https://data.humdata.org/dataset/iom-bangladesh-needs-and-population-monitoring-npm-round-13-site-assessment) (as of 20 November) and NPM most updated drone imagery (as of 26 September).

Here below, the complete package by camp:

SW Map package
KMZ file
Drone image

The full image and shapefiles are available at this [link](https://data.humdata.org/dataset/iom-npm-cox-bazar-uav-imagery).

Organization: International Organization for Migration (IOM)
IOM Bangladesh - Needs and Population Monitoring (NPM) Drone imagery and GIS package by camp (July 2018)

NPM Bangladesh has produced a number of tools based on its regular data collection activities and drone flights.
The package of July 2018 is based on [NPM Site Assessment 11](https://data.humdata.org/dataset/iom-bangladesh-needs-and-population-monitoring-npm-round-11-site-assessment) (as of 22 July)  and NPM most updated drone imagery (as of 2 August).

Here below, the complete package by camp:

- SW Map package
- KMZ file
- Drone image

The full image and shapefiles are available at this [link](https://data.humdata.org/dataset/iom-npm-cox-bazar-uav-imagery).


Tags: needs assessment, refugee crisis, refugees
Organization: International Organization for Migration (IOM)
IOM Bangladesh - Needs and Population Monitoring (NPM) Drone imagery and GIS package by camp (June 2018)

NPM Bangladesh has produced a number of tools based on its regular data collection activities and drone flights.
The package of June 2018 is based on [NPM Baseline Assessment 11](https://data.humdata.org/dataset/iom-bangladesh-needs-and-population-monitoring-npm-round-11-site-assessment) (as of 14 June)  and NPM most updated drone imagery (as of 21 June).

Here below, the complete package by camp:

- SW Map package
- KMZ file
- Drone image

The full image and shapefiles are available at this [link](https://data.humdata.org/dataset/iom-npm-cox-bazar-uav-imagery).


Tags: geodata, needs assessment, populated places-settlements, refugee crisis, refugees
Organization: International Organization for Migration (IOM)
IOM Bangladesh - Needs and Population Monitoring (NPM) Round 11 Site Assessment

Following an outbreak of violence on 25 August 2017 in Rakhine State, Myanmar, a new massive influx of Rohingya refugees to Cox’s Bazar, Bangladesh started in late August 2017. Most of the Rohingya refugees settled in Ukhia and Teknaf Upazilas of Cox’s Bazar, a district bordering Myanmar identified as the main entry area for border crossings.

This dataset presents the result of the NPM Round 11 exercise, which collected information related to the Rohingya refugee population distribution and needs during the months of June and July 2018.

- The data collection for NPM baseline survey was conducted between 2 and 14 June 2018: it provides an update about the population distribution and movements.
- The data collection for NPM Site Assessment survey was conducted between 1 and 22 July 2018: in addition to an update about the population figures, this includeds a multi-sectoral needs assessment. 


The full maps and GIS packages by camp produced based on NPM Baseline and Site Assessment 11 are available at the links below:

- Please click [here](https://data.humdata.org/dataset/iom-bangladesh-needs-and-population-monitoring-npm-drone-imagery-and-gis-package-by-camp-june-2018) to access the data by camp as of May 2018.
- Please click [here](https://data.humdata.org/dataset/iom-bangladesh-needs-and-population-monitoring-npm-drone-imagery-and-gis-package-by-camp-july-2018) to access the data by camp as of July 2018.

Rohingya refugee population distribution by para in Teknaf upazila. 
- Please click [here](https://data.humdata.org/dataset/iom-bangladesh-needs-and-population-monitoring-npm-teknaf-para-mapping).


Tags: affected population, needs assessment, refugee crisis, refugees
Organization: International Organization for Migration (IOM)
IOM Bangladesh - Needs and Population Monitoring (NPM) Drone imagery and GIS package by camp (May 2018)

NPM Bangladesh has produced a number of tools based on its regular data collection activities and drone flights.
The package of May 2018 is based on [NPM Site Assessment 10](https://data.humdata.org/dataset/needs-and-population-monitoring-npm-bangladesh-round-10-site-assessment) (as of 20 May) and NPM drone imagery (as of 23 May).

Here below, the complete package by camp:

- SW Map package
- KMZ file
- Drone image

The full image and shapefiles are available at this [link](https://data.humdata.org/dataset/iom-npm-cox-bazar-uav-imagery).


Tags: populated places-settlements, refugee crisis, refugees
Organization: International Organization for Migration (IOM)
IOM Bangladesh - Needs and Population Monitoring (NPM)  Drone imagery and GIS package by camp (April 2018)

NPM Bangladesh has produced a number of tools based on its regular data collection activities and drone flights.
The package of April 2018 is based on [NPM Baseline 10](https://data.humdata.org/dataset/needs-and-population-monitoring-npm-bangladesh-round-10-site-assessment) (as of 17 April) and NPM drone imagery (as of 24 April).

Here below, the complete package by camp:

- SW Map package
- KMZ file
- Drone image

The full image and shapefiles are available at this [link](https://data.humdata.org/dataset/iom-npm-cox-bazar-uav-imagery).


Tags: populated places-settlements, refugee crisis, refugees
Organization: International Organization for Migration (IOM)
IOM Bangladesh - Needs and Population Monitoring (NPM) Round 10 Site Assessment

Following an outbreak of violence on 25 August 2017 in Rakhine State, Myanmar, a new massive influx of Rohingya refugees to Cox’s Bazar, Bangladesh started in late August 2017. Most of the Rohingya refugees settled in Ukhia and Teknaf Upazilas of Cox’s Bazar, a district bordering Myanmar identified as the main entry area for border crossings. 

These datasets present the result of the NPM Round 10 Baseline and Site Assessment exercises, which collected information related to the Rohingya population distribution and needs during the months of April and May 2018.

The data collection for NPM baseline survey was conducted between 1 and 17 April 2018: this provides an update about the population distribution and movements;
The data collection for NPM Site Assessment survey was conducted between 1 and 20 May 2018: in addition to an update about the population figures, this includeds a multi-sectoral needs assessment. 

The full maps and GIS packages by camp produced based on NPM Baseline and Site Assessment 10 are available at the links below:

- Please click [here](https://data.humdata.org/dataset/gis-pakages-may2018) to access the data by camp as of May 2018.
- Please click [here](https://data.humdata.org/dataset/data-and-resources-by-camps) to access the data by camp as of April 2018.

Rohingya refugee population distribution by para in Teknaf upazila. Data collected during NPM Site Assessment 10 between 1 and 20 May 2018.

- Please click [here](https://data.humdata.org/dataset/iom-bangladesh-needs-and-population-monitoring-npm-teknaf-para-mapping).

Tags: displacement, needs assessment, refugee crisis, refugees
Organization: International Organization for Migration (IOM)
IOM Bangladesh - Needs and Population Monitoring (NPM) Round 7 Site Assessment

Following an outbreak of violence on 25 August 2017 in Rakhine State, Myanmar, a new massive influx of Rohingya refugees to Cox’s Bazar, Bangladesh started in late August 2017. Most of the Rohingya refugees settled in Ukhia and Teknaf Upazilas of Cox’s Bazar, a district bordering Myanmar identified as the main entry area for border crossings.

This assessment presents NPM Round 7 site assessment baseline dataset, which covers all locations hosting Rohingya populations in Cox's Bazar District in Bangladesh and present population needs overview as of 12 December 2017. 

The data collection assessment of NPM Round 7 was conducted between 11 November to 12 December 2017. [For further information full report available on humanitarianresponse.info](https://www.humanitarianresponse.info/en/operations/bangladesh/assessment/needs-and-population-monitoring-npm-bangladesh-round-7-site)

Tags: displacement, needs assessment, refugee crisis, refugees
Organization: International Organization for Migration (IOM)
IOM Bangladesh - Needs and Population Monitoring (NPM) Round 8 Site Assessment

Following an outbreak of violence on 25 August 2017 in Rakhine State, Myanmar, a new massive influx of Rohingya refugees to Cox’s Bazar, Bangladesh started in late August 2017. Most of the Rohingya refugees settled in Ukhia and Teknaf Upazilas of Cox’s Bazar, a district bordering Myanmar identified as the main entry area for border crossings. 

This assessment presents data from NPM Round 8 baseline survey and site assessment: the baseline was conducted between 24 December 2017 and 4 January 2018; the site assessment between 15 and 30 January 2018.

The complete data collection was conducted between 24 December and 30 January 2018. [For further information, the full report and related information package are available on humanitarianresponse.info](https://www.humanitarianresponse.info/en/operations/bangladesh/assessment/iom-bangladesh-needs-and-population-monitoring-npm-site-assessment/)



Tags: displacement, needs assessment, refugee crisis, refugees
Organization: International Organization for Migration (IOM)