AndreaBozzo/ceres-open-data-index huggingface dataset:
Syrian Arab Republic - Hostilities in Idleb

The recent attacks by the Syrian regime and Russia have resulted in a dire humanitarian crisis. Intensified airstrikes have targeted hospitals, causing the suspension of medical services. Displaced families are struggling to find safety amid relentless bombings. There is an urgent need for humanitarian assistance as civilians face growing risks.

Tags: administrative boundaries-divisions, affected population, camp coordination and camp management-cccm, internally displaced persons-idp, shelter
Organization: Assistance Coordination Unit
Winter Needs in Northwest Syria Camps 2023 - 08 Edition

The Information Management Unit (IMU) of Assistance Coordination Unit (ACU) produced the Eighth Edition of the “Winter Needs in Northwest Syria Camps” report. It sheds light on the reality of displacement camps in Northwest Syria, the numbers of IDPs and their age groups, the nature of IDPs’ shelters, their most urgent needs for the coming winter, and the top priorities of the needs. The report also highlights shows the availability of civil defense centers at the camps. The report presents recommendations for humanitarian actors to respond to the most urgent and life-saving response to be provided based on the findings of the study.

Tags: camp coordination and camp management-cccm, displacement, education, food security, health, internally displaced persons-idp, livelihoods, needs assessment, nutrition, protection, water sanitation and hygiene-wash
Organization: Assistance Coordination Unit
Philippines - Population by Single-Year Age, Sex and Admin4(Barangay), Census 2020

Total Population by Single-Year Age, Sex, Region, Province, City/Municipality and Barangay (admin 4) Census 2020.
It uses the new 10-digit pcode consistent with [Philippines - Subnational Administrative Boundaries] (https://data.humdata.org/dataset/cod-ab-phl).

Tags: baseline population, census, population
Organization: OCHA Philippines
Réseau Routier National de la RDC / DRC National Roads Network

Tout le réseau des 44 routes nationales de la République démocratique du Congo, extrait de la base de données OpenStreetMap. Les données sont disponibles dans un jeu de données reprenant les 44 relations (chaque route nationale correspondant à un objet), ou reprenant chacun des segments de chacune des routes nationales avec ses propriétés spécifiques.

Tags: geodata, roads, transportation
Organization: OpenStreetMap RDC
Ethiopia Subnational Population and Housing Data Tables with Administrative Boundaries, Based on National Census and Surveys

The geodatabase contains boundaries for the national and first-, second-, and third-order administrative divisions, aligned to the Large Scale International Boundaries dataset from the U.S. Department of State. The feature classes are suitable for linking to the attribute data provided.

The tabular data contain total population for 2007 (census), as well as five-year age group and sex, and information relating to religion, the economy, disability, households, housing, ethnicity, language, health, and agriculture.

Organization: U.S. Census Bureau
Refugee and Migrant Needs Analysis (RMNA) - People in Need 2023

The Regional Inter-Agency Coordination Platform for Refugees and Migrants from Venezuela (R4V) issued the Refugee and Migrant Needs Analysis (RMNA) for 2023 to provide insights into the situation and varied challenges that refugees and migrants – both in-destination and in-transit – as well as their affected host communities face. The RMNA draws upon an extensive range of sources, with special emphasis on the inter-agency joint needs assessments (JNA) conducted by R4V partners in various countries.

Tags: needs assessment, people in need-pin
Organization: Inter-Agency Coordination Platform for Refugees and Migrants from Venezuela
El Salvador: Humanitarian Needs Overview

This data has been produced by the United Nations Office for the Coordination of Humanitarian Affairs (UNOCHA) on behalf of the Humanitarian Country Team and partners. The data provides the Humanitarian Country Team’s shared understanding of the crisis, including the most pressing humanitarian need and the estimated number of people who need assistance. It represents a consolidated evidence base and helps inform joint strategic response planning.

Tags: humanitarian needs overview-hno, people in need-pin
Organization: OCHA Latin America and the Caribbean (ROLAC)
Afghanistan - Who does What Where (April to June 2023)

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 capacity, operational presence, who is doing what and where-3w-4w-5w
Organization: OCHA Afghanistan
Seguimiento 345W - Clúster Educación en Emergencias

El Sistema de Información 345W es una herramienta informática en línea que permite conocer las actividades de respuesta desarrolladas por organizaciones tales como agencias del Sistema de las Naciones Unidas y ONG's pertenecientes al Clúster de Educación en Emergencias. 
Esta base, busca ser actualizado de manera mensual y pertenece a lo reportado en el sistema para los meses de enero - junio 2023.

Tags: affected area, affected population, children, education, humanitarian needs overview-hno, humanitarian response plan-hrp, people in need-pin
Organization: iMMAP Inc.
Análisis de brechas Clúster de Educación en Emergencias (EeE) 2023

El documento contiene un análisis de brechas del Plan de Respuesta Humanitaria de Colombia (HRP) 2023 para el Clúster de Educación en Emergencias (EeE).

Tags: affected area, affected population, education, people in need-pin
Organization: iMMAP Inc.
Somalia Displacement - [IDPs] - Emergency Trends Tracking (ETT) - Gedo Region - [IOM DTM]

On the 23rd of November 2021, the Federal Government of Somalia declared a state of emergency due to drought. Early 2023, after five consecutive failed rainy seasons, most of the country is experiencing severe drought conditions. Based on previous and current drought induced displacement patterns, people will continue to move from rural to urban areas in search of humanitarian services. In order to monitor drought related displacement, DTM has deployed its Emergency Trend Tracking tool since February 2022.

Tags: climate hazards, displacement, drought, hxl, internally displaced persons-idp
Organization: International Organization for Migration (IOM)
Identificación de afectación múltiple  en los municipios de Colombia, Clúster Educación en Emergencias.

Para identificar situaciones de afectación múltiple, se hizo la búsqueda de indicadores o información estadística agregada en los diferentes sistemas de información de las entidades oficiales del país, en los registros de interés público. Se seleccionaron los siguientes indicadores: la tasa de deserción, la cobertura neta, la proporción de estudiantes en extraedad, matriculados provenientes de Venezuela, población afectada por emergencias de origen natural reportados por la Unidad Nacional para la Gestión del Riesgo de Desastres (UNGRD), el número de sedes afectadas, y matriculados  afectados por ola invernal según el Ministerio de Educación (MEN); adicionalmente, se utilizó el Índice de Riesgo de Victimización (IRV), presencia de cultivos de coca y el indicador personas en necesidad PiN del Clúster de Educación en Emergencias para el año 2023.

Tags: affected area, affected population, education
Organization: iMMAP Inc.
Morocco: Buildings Footprint

A dataset of building footprints in Morocco, in the area of the 8 September earthquake. Footprint as of May 2023. 

Building footprints are useful for a range of important applications, from population estimation, urban planning and humanitarian response, to environmental and climate science. This large-scale open dataset contains the outlines of buildings derived from high-resolution satellite imagery in order to support these types of uses.

For more info visit open buildings FAQ https://sites.research.google/open-buildings/#faq

Tags: africa, earthquake-tsunami, morocco-earthquake
Organization: Google Research
Colombia - Índice susceptibilidad afectaciones Fenómeno de El Niño - Clúster SAN

Esta base contiene los datos utilizados en el cálculo del índice de afectación y susceptibilidad en Inseguridad alimentaria y desnutrición aguda por el Fenómeno de El Niño a nivel municipal. Los cálculos se realizaron a partir de fuentes oficiales como DANE, SIVIGILA, IDEAM y cumple con los criterios estadísticos como temporalidad, representatividad y municipalización de la información.

Tags: climate-weather, food security, nutrition
Organization: iMMAP Inc.
Central America - Flood risk

Flood risk has been assessed based on data obtained from European Commission's Joint Research Centre. In this analysis, the amount of surface for each municipality that is in flood risk areas has been compiled. The hazard classification is determined using Jenks Natural Breaks Classification (or Optimization) system. The information is showed by country, department and municipality of Central America (Nicaragua, Honduras, Guatemala, El Salvador).

For more information contact GIS4Tech: info@gis4tech.com. You can also visit the PREDISAN platform https://predisan.gis4tech.com/ca4 for detailed, accurate information.

Tags: climate hazards, environment, flooding, hazards and risk
Organization: Acción contra el hambre - GIS4tech
Central America - Storm and Hurricane Risk

Storm and hurricane risk has been assessed based on a database called IBTrACS obtained from the NOAA (National Centers for Environmental Information). The hazard classification is determined by the frequency of the events. The information is showed by country, department and municipality of Central America (Nicaragua, Honduras, Guatemala, El Salvador)

For more information contact GIS4Tech: info@gis4tech.com. You can also visit the PREDISAN platform https://predisan.gis4tech.com/ca4 for detailed, accurate information.

Tags: climate hazards, cyclones-hurricanes-typhoons, environment, hazards and risk
Organization: Acción contra el hambre - GIS4tech
Colombia - People in Need (PiN) del AdR de Violencia Basada en Género VBG

Base de datos del cálculo del PiN (People en Need) del Área de Responsabilidad de Violencia Basada en Género (AdR VBG, perteneciente al cluster de Protección), realizados en el marco del Ciclo de Programación Humanitaria para el año 2023 (HPC 2023) en Colombia.

Tags: gender-based violence-gbv, humanitarian needs overview-hno, hxl, people in need-pin, protection
Organization: iMMAP Inc.
sams-helping-hand-lebanon

The Helping Hand is a digital mental health game designed to build resilience by teaching adolescents about relevant psychosocial topics. SAMS made this game available to Syrian refugees and vulnerable Lebanese living in the Bekaa Valley and Arsal as part of a larger 10-session blended learning program. The dataset includes pre/post survey data from participating adolescents to assess their anxiety and depression symptoms (RCADS-25) and overall wellbeing (WHO-5 Wellbeing Index). 

Tags: health, refugees, youth
Organization: Syrian American Medical Society
Actividades de Respuesta del Área de Responsabilidad de Violencia Basada en Género - HRP 2021

Estas bases de datos contienen la información de las actividades de respuesta del 2021 reportadas en el sistema 345W por los socios del AdR de Violencia Basada en Género. De igual forma, se encuentran dos tablas agregadas que resumen el número de personas alcanzadas por departamento y tipo de actividad.

Tags: gender-based violence-gbv, humanitarian response plan-hrp, hxl, who is doing what and where-3w-4w-5w
Organization: iMMAP Inc.
Estado de la violencia basada en género en Colombia (Enero-Diciembre 2021)


Estas bases de datos contienen información a nivel municipal de casos de homicidios, feminicidios, presunto delito sexual y violencia de pareja ocurridos en Colombia entre el 1 de enero y el 31 de diciembre del 2021. La información es desagregada por edad, sexo de la víctima y presunto agresor (para el caso de presuntos delitos sexuales). La fuente de estos datos son los reportes de lesiones de causa externa registradas por el Instituto Nacional de Medicina Legal. Por otro lado, también contienen información de las víctimas de delitos contra la libertad e integridad sexual en el marco del Conflicto Armado. Esta información, proveniente de la Unidad para la Atención a las Víctimas (UARIV), está desagregada por departamento, sexo, etnia y condición de discapacidad de la víctima.

Tags: affected population, conflict-violence, gender-based violence-gbv, hxl
Organization: iMMAP Inc.
Estado de la violencia basada en género en Colombia (Enero-Diciembre 2020)

Estas bases de datos contienen información a nivel municipal de casos de homicidios, feminicidios, presunto delito sexual y violencia de pareja ocurridos en Colombia entre el 1 de enero y el 31 de diciembre del 2020. La información es desagregada por edad, sexo de la víctima y presunto agresor (para el caso de presuntos delitos sexuales). La fuente de estos datos son los reportes de lesiones de causa externa registradas por el Instituto Nacional de Medicina Legal. Por otro lado, también contienen información de las víctimas de delitos contra la libertad e integridad sexual en el marco del Conflicto Armado. Esta información, proveniente de la Unidad para la Atención a las Víctimas (UARIV), está desagregada por departamento, sexo, etnia y condición de discapacidad de la víctima. 

Tags: affected population, conflict-violence, gender-based violence-gbv, hxl
Organization: iMMAP Inc.
Afghanistan - Natural Disaster Incidents in 2022

1) Natural disaster events include avalanches, earthquakes, flooding, heavy rainfall & snowfall, and landslides & mudflows as recorded by OCHA field offices based on assessments in the field. 2) A natural disaster incident is defined as an event that has affected (i.e. impacted) people, who may or may not require humanitarian assistance. 3)  The information includes assessment figures from OCHA, ANDMA, IOM, Red Crescent Societies, national NGOs, international NGOs, and ERM. 4) The number of affected people and houses damaged or destroyed are based on the reports received. These figures may change as updates are received.

Tags: affected area, affected population, climate hazards, climate-weather, damage assessment, earthquake-tsunami, flooding, hxl, natural disasters
Organization: OCHA Afghanistan
Malawi Displacement Data - Site Assessment - Tropical Storm Ana - [IOM DTM]

Following the passage of tropical storm Ana across southern Malawi, the districts of Chikwawa, Mulanje, Nsanje and Phalombe have been severely hit by torrential and persistent rains, although there are reports of other districts also been affected by the onset, such as Mulanje, Chiradzulu and Neno. Situational overviews conducted by the United Nations Satellite Centre (UNOSAT) reported a flooded area of 20Km2 in the districts of Balaka, Blantyre, Neno and Zomba, where 5,400 people are potentially exposed or living close to flooded areas. Also, the Malawian government agency of Department of Disaster Management Affairs (DoDMA) reported several blocked roads in the Phalombe district, which negatively affects the daily lives of several households whom are relegated to camps and obstructing their access to essential services, such as health facilities.

Tags: baseline population, displacement, flooding, hxl, internally displaced persons-idp
Organization: International Organization for Migration (IOM)
Afghanistan - Who does What Where (October to December 2021)

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 capacity, operational presence, who is doing what and where-3w-4w-5w
Organization: OCHA Afghanistan
Datos de Respuesta del Clúster de Agua, Saneamiento e Higiene (WASH) durante el 2021

Estas bases de datos contienen la información de la respuesta del clúster WASH durante 2021 y expresada en números de beneficiarios. La fuente de información es el reporte de los socios en la plataforma 345W. 

Tags: hxl, people in need-pin, water sanitation and hygiene-wash
Organization: iMMAP Inc.
Percepción de los Niños, Niñas y Adolescentes colombianos y venezolanos frente al retorno a clase presencial en Colombia.

Resultados de la encuesta realizada a 2.092 Niños, Niñas y Adolescentes colombianos y venezolanos distribuidos en 47 municipios de 19 departamentos del territorio nacional. 

La encuesta tuvo como objetivo orientar acciones conjuntas por parte del clúster Educación en Emergencias, para apoyar y aportar en los procesos de participación de la niñez en esta nueva realidad, en virtud que la consulta identifica la forma de atención educativa durante la pandemia del COVID-19, sus percepciones frente al aprendizaje, forma de modalidad y las necesidades apremiantes en materia de educación.

Tags: children, education
Organization: iMMAP Inc.
Conteo Victimas por delito en el Sistema Penal Oral Acusatorio 2021

Conteo de víctimas según las entradas de noticias criminales por delito al Sistema Penal Oral Acusatorio en la Ley 906 de 2004 y Ley 1098 de 2006 solo año 2021. La Fuente de esta base es la Fiscalía General de la Nación

Tags: conflict-violence, gender-based violence-gbv
Organization: iMMAP Inc.
Central America - Hazards from Violent Events

Different types of violent events reported by ACLED are recorded of the countries of El Salvador, Guatemala, Honduras, and Nicaragua at the municipal level. Each column defines a threat category for the municipality: No Risk, Low Threat, Moderate Threat, and Severe Threat. The final column shows the overall summary of global threats.

This calculation reflects how severe a specific type of event is in relation to the population size. It is calculated by dividing the number of events of a specific type by the population percentage, then multiplying the result by 100,000.

For more information contact GIS4Tech: info@gis4tech.com. You can also visit the PREDISAN platform https://predisan.gis4tech.com/ca4 for detailed, accurate information.

Tags: conflict-violence
Organization: Acción contra el hambre - GIS4tech
Afghanistan: Humanitarian Situation Monitoring (HSM) Round 10 KII (Data)

The Humanitarian Situation Monitoring (HSM) is a quarterly community-level multi-sectoral needs assessment. It builds upon the previously implemented Hard-to-Reach assessment and expanded its geographic coverage to encompass the entire country in early 2022, due to the shift in context. 
HSM aims to collect and triangulate information regularly regarding service provision, sectoral needs, and vulnerabilities in Afghan communities to support geographical and sectoral prioritizations, particularly in light of Afghanistan's rapidly evolving context.
HSM assesses the sectoral and multi-sectoral needs of populations in all districts by filling in information gaps and enhancing response capacity for district-level prioritisation.

Tags: displacement, education, food security, livelihoods, markets, natural disasters, non-food items-nfi, protection, shelter, water sanitation and hygiene-wash
Organization: REACH Initiative
Financiamiento y personas alcanzadas por el Clúster salud - Colombia 2021

Esta base de datos contiene información sobre el financiamiento y personas alcanzadas del clúster de salud reportados en el FTS (Financial Tracking Service) y en el 345W de OCHA. Esta información se encuentra a corte del 30 de noviembre del 2021.

Tags: health, humanitarian needs overview-hno, humanitarian response plan-hrp, hxl
Organization: iMMAP Inc.
Colombia: Reporte de socios Clúster de Seguridad Alimentaria y Nutrición - Plan de Respuesta Humanitaria de Colombia (HRP) - Diciembre 2021 [ES]

Información sobre el reporte de la respuesta por parte de socios, con detalle del total de personas que participan en las intervenciones y las actividades específicas para el clúster SAN-2021.  La fuente oficial es 3,4,5 W. 

Tags: food security, humanitarian response plan-hrp, hxl, nutrition
Organization: iMMAP Inc.
Global Humanitarian Overview 2022

In 2022, 274 million people will need humanitarian assistance and protection. This number is a significant increase from 235 million people a year ago, which was already the highest figure in decades. The United Nations and partner organizations aim to assist 183 million people most in need across 63 countries, which will require $41 billion.
 
These datasets are taken from the [Global Humanitarian Overview 2022](https://gho.unocha.org/"Global Humanitarian Overview 2022"). To explore the full interactive report, please head to the Global Humanitarian Overview website. 
 
The Global Humanitarian Overview is the world’s most comprehensive, authoritative, and evidence-based assessment of humanitarian need. It provides a global snapshot of the current and future trends in humanitarian action for large-scale resource mobilization efforts, and explores opportunities to deliver humanitarian assistance more effectively.
 
All the data present in the report is a snapshot as of 20 November 2021. For the most up to date figures for appeals please head to the Financial Tracking Service and Humanitarian Insight.

Tags: funding, hxl, people in need-pin
Organization: OCHA HQ
RMRP 2022

Full dataset of the RMRP 2022, Activities, Partners, People in Need, Population projections 2022, target with full age gender breakdown, population type at Admin 1 level. Official R4V data page: https://www.r4v.info/en/data

More info on the Activity Explorer https://bit.ly/activityexplorer2022 and RMRP Insight 2022 https://bit.ly/insight2022 

Tags: affected population, demographics, funding, humanitarian response plan-hrp, indicators, migration, needs assessment, operational partners, operational presence, people in need-pin, refugees
Organization: Inter-Agency Coordination Platform for Refugees and Migrants from Venezuela
PiN intersectorial - 2022 Colombia

La metodología para el cálculo de personas en necesidad -PiN- intersectorial para el Humanitarian Needs Overview -HNO- 2022 en Colombia, se desarrolló siguiendo la metodología global JIAF (Joint Intersectoral Analysis Framework, por sus siglas en inglés) en el que se analizan los eventos o shocks que afectan las condiciones humanitarias en la población a partir de tres pilares: i Estándares de vida, ii Mecanismos para afrontar el shock y iii Bienestar Físico y Mental. 

De manera general podrán encontrar todos los documentos utilizados para la construcción del PiN y sus desagregaciones. 

Tags: humanitarian needs overview-hno, people in need-pin
Organization: iMMAP Inc.
People in Need (PiN) del Clúster de salud (HEALTH) - Colombia - 2022

Esta base de datos contiene los cálculos de People in Need (PiN) del clúster de salud (HEALTH) a partir de un análisis de la capacidad del sistema de salud, el estado de salud de la población y el contexto nacional. Estos cálculos fueron elaborados en el marco del Ciclo de Programación Humanitaria de Colombia para 2022. 

Tags: health, humanitarian needs overview-hno, hxl, people in need-pin
Organization: iMMAP Inc.