AndreaBozzo/ceres-open-data-index huggingface dataset:
Guinea: Level 1 Exposure Data

This data was developed as part of the Modelling Exposure Through Earth
Observation Routines (METEOR) project and is a Level 1, or a global-quality
exposure data set. Minimal country-specific data was collected. The data is
intended for CAT modeling and loss estimation. Repurposing this data for any
reason other than assessing risk is not recommended. The data presents the
estimated number of buildings, building area, and rebuilding value at a
15-arcsecond grid resolution (approximately 500 meters at the equator). This
data set is in point shapefile format where the points represent the centroids
of the 15-arcsecond grid. The results were created through a process of
spreading the number of buildings to the 15-arcsecond level by a statistical
assessment of moderate resolution EO data, which is described in more detail
in the dasymetric mapping lineage processing step. The estimated building count
at any given area is a result of statistical processes and should not be
mistaken as a building count. The structural classes of buildings used for risk
assessment are estimated given the building wall, floor, and roof material
classes surveyed through 2002 Population and Housing Census - Volume 1.
Analytical report.  Additionally, the data is provided in Open Exposure Data
(OED) import format, as a pair of CSV files. One CSV file contains the
location details, and the other is an "account" file that is filled with
default information to satisfy OED format requirements. The OED input files
are set to use "All perils" (i.e. "AA1"). All required OED account-related
fields are populated with "1" by default (such as PortNumber, AccNumber,
PolNumber).

If you find this data useful please provide feedback via our questionnaire; it should take only a few minutes:
        https://forms.gle/DQjhE89CRegNKB3X8

Please see the METEOR project page for information about the METEOR Project:
        http://meteor-project.org/

Please see the METEOR map portal for interactive maps:
        https://maps.meteor-project.org/

For more information about the Open Exposure Data (OED) standard, please see
        https://github.com/OasisLMF/OpenDataStandards

Tags: disaster risk reduction-drr, hazards and risk
Organization: Global Earthquake Model Foundation
Livelihood based coping strategy and CLAP delivery

Contains data crowdsourced monthly from Venezuelans through the Premise Data mobile application. The data collects livelihood-based Coping Strategy Index measured to better understand longer-term household coping capacities. Household livelihood and economic security is determined by income, expenditures and assets.

More relevant information below:

- The booklet included [HERE](https://info.premise.com/insights-with-crowdsourcing) goes into more details on how Premise's crowdsourcing works.

Tags: livelihoods, socioeconomics
Organization: Code for Venezuela
Internally Displaced Population

Contains data crowdsourced from Venezuelans through the Premise Data mobile application. The survey is presented only once to users that were identified to have moved in the past year and aims to capture principal motivations for the relocation.

More relevant information below:

- The booklet included [HERE](https://info.premise.com/insights-with-crowdsourcing) goes into more details on how Premise's crowdsourcing works.

Tags: displacement, migration
Organization: Code for Venezuela
COVID-19 Impact Survey

Contains data crowdsourced from Venezuelans through the Premise Data mobile application. The survey is presented only once to users and aims to capture current COVID-19 awareness around testing availability and symptoms, and identifies users who have moved to a different state in the last year.

More relevant information below:

- The booklet included [HERE](https://info.premise.com/insights-with-crowdsourcing) goes into more details on how Premise's crowdsourcing works.

Tags: covid-19, health, socioeconomics
Organization: Code for Venezuela
COVID-19 Education Impact Survey

Contains data crowdsourced from Venezuelans through the Premise Data mobile application. The survey is presented only once to users and aims to capture the impact of COVID-19 on children's education.

More relevant information below:

- The booklet included [HERE](https://info.premise.com/insights-with-crowdsourcing) goes into more details on how Premise's crowdsourcing works.

Tags: covid-19, education
Organization: Code for Venezuela
Yemen Core Dataset

This dataset brings together data from a range of sources to provide a greater overall and comparative understanding of the current situation and context inside each district. The core indicators consist of key drivers (conflict, basic commodity prices, exclusion and marginalization, and disrupted access to life-saving services and income sources) and their major expected humanitarian impacts (food insecurity, cholera).

Tags: conflict-violence, economics, environment, governance and civil society, hxl, operational capacity
Organization: ACAPS
Ubicación de pasos migratorios irregulares (trochas) en el Área Metropolitana de Cúcuta - 2019

Ubicación de pasos migratorios irregulares (trochas) en el Área Metropolitana de Cúcuta. Fuente: investigación periodística de El Tiempo. Ver: https://www.eltiempo.com/colombia/otras-ciudades/bandas-criminales-cobran-paso-de-migrantes-por-trochas-en-frontera-entre-colombia-y-venezuela-339184

Tags: border crossings, migration, refugees
Organization: iMMAP Inc.
Food Consumption Score (FCS) and Coping Strategy Index (CSI)

Contains data crowdsourced weekly from Venezuelans using the Premise Data mobile application. It checks for consumption of the following food groups: Cereals, Plantains/Tubers, Vegetables, Fruits, Meat, Eggs, Fish/Seafood, Grains, Dairy, Oils/Fats, Sugar. It also collects answers to learn about coping strategies used by households, for example: how many times was food portion intake reduced?, where was food purchased?

For more information:

- The booklet included [HERE](https://info.premise.com/insights-with-crowdsourcing) goes into more details on how Premise's crowdsourcing works.

Tags: food security, nutrition, socioeconomics
Organization: Code for Venezuela
Access to Health Care Services and Medicine

Contains data crowdsourced monthly from Venezuelans through the Premise Data mobile application. The data collected tracks access to health care services and general market access to essential and chronic non-transmittable medicine.

More relevant information below:

- The booklet included [HERE](https://info.premise.com/insights-with-crowdsourcing) goes into more details on how Premise's crowdsourcing works.

Tags: health, socioeconomics
Organization: Code for Venezuela
Water Service Access

Contains data crowdsourced monthly from Venezuelans through the Premise Data mobile application. The data collects water access indicators at a weekly granularity.

More relevant information below:

- The booklet included [HERE](https://info.premise.com/insights-with-crowdsourcing) goes into more details on how Premise's crowdsourcing works.

Tags: socioeconomics, water sanitation and hygiene-wash
Organization: Code for Venezuela
Basic Public Service Delivery

Contains data crowdsourced monthly from Venezuelans through the Premise Data mobile application. The data tracks delivery indicators for electricity, cooking gas, and garbage disposal at a weekly granularity.

More relevant information below:

- The booklet included [HERE](https://info.premise.com/insights-with-crowdsourcing) goes into more details on how Premise's crowdsourcing works.

Tags: facilities-infrastructure, socioeconomics
Organization: Code for Venezuela
Puntaje de Diversidad Dietética en el Hogar (HDDS)

Contiene datos recolectados diariamente por la comunidad Venezolana por medio de la aplicación móvil Premise Data. La data recolectada permite la medición rápida del Puntaje de Diversidad Alimentaria en el Hogar (HDDS en Inglés) con el fin de tener contexto de la situación alimentaria en poblaciones vulnerables.

Más información:

- El libreto incluido [AQUÍ](https://info.premise.com/insights-with-crowdsourcing) (versión solo en Inglés) proporciona más detalles de como la recolección funciona.


Tags: food security, nutrition, socioeconomics
Organization: Code for Venezuela
Transportation Access & Mobility

Contains data crowdsourced monthly from Venezuelans through the Premise Data mobile application. The data tracks transport accessibility and mobility indicators at a monthly granularity.

More relevant information below:

- The booklet included [HERE](https://info.premise.com/insights-with-crowdsourcing) goes into more details on how Premise's crowdsourcing works.

Tags: socioeconomics, transportation
Organization: Code for Venezuela
Household Dietary Diversity Score (HDDS)

Contains data crowdsourced daily from Venezuelans using the Premise Data mobile application. The data collected allows the fast measurement of Household Dietary Diversity Score (HDDS), with the goal of providing context around the food security in vulnerable communities.

More relevant information below:

- The booklet included [HERE](https://info.premise.com/insights-with-crowdsourcing) goes into more details on how Premise's crowdsourcing works

Tags: food security, nutrition, socioeconomics
Organization: Code for Venezuela
Venezolanos atendidos en Colombia por diagnóstico de desnutrición del 2017 al 2020

Base que contiene información relacionada del SISPRO, cubo 029, acerca de los diagnósticos por condición de desnutrición a personas atendidas de nacionalidad venezolana. Por lo demás los datos son de orden nacional desagregada a un nivel departamental y municipal. 

Tags: health, nutrition
Organization: iMMAP Inc.
Base vacantes laborales de refugiados y migrantes venezolanos en Colombia

Base que contiene información al mes de septiembre acerca de la oferta laboral registradas y colocados. Demanda laboral por tipo de vacantes y por departamento a dos y tres dígitos. Además se muestran datos de la oferta laboral de aplicadas por migrantes venezolanos. 

Tags: demographics, employment
Organization: iMMAP Inc.
French Guiana - Subnational Population Statistics

French Guiana administrative level 0-2 2016 sex and age disaggregated population statistics

REFERENCE YEAR:  2016

These tables are suitable for database and GIS linkage to the [French Guiana - Subnational Administrative Boundaries](https://data.humdata.org/dataset/cod-ab-guf).

Tags: baseline population, gazetteer
Organization: OCHA Latin America and the Caribbean (ROLAC)
Beirut buildings footprints

Beirut, Bourj Hammoud, Sinn El Fil and Furn El Chebbak buildings footprints

Count = 25,573

Attributes:

  'Zone' - corresponds to [Beirut port explosion operational zones](https://data.humdata.org/dataset/beirut-port-explosion-operational-zones) zone numbers where overlapping

  'Plot_numbe' - official plot number.  Minimum frequency = 1, maximum frequency (except blanks) = 122.

  'bld_nbr' - sequential building number assigned by OCHA

Organization: OCHA Lebanon
South Sudan - Village Assessment - Education Facilities - [IOM-DTM]

This survey was conducted by IOM DTM covering 182 out of 219 bomas (achieving 83 per cent coverage) in Wau, Rubkona, Bor South, Torit, Magwi, Aweil Centre and Malakal counties. IOM are currently carrying out mapping in Abyei AA, Central Equatoria – Kajo Keji, Yei, Morobo and Lainya and will update that dataset in late 2023.

The dataset has education facilities' names, locations and the services available there.

Tags: education, education facilities-schools, facilities-infrastructure, geodata
Organization: International Organization for Migration (IOM)
"Territoires sanitaires" (RDC) / "Territory Health" Divisions (DRC)

Les limites "sanitaires" des 145 territoires et 19 villes de la République démocratique du Congo, extraites de la base de données OpenStreetMap.

The "health" limits of the 145 territories and 19 cities of the Democratic Republic of the Congo, extracted from the OpenStreetMap database.

Tags: geodata, health, health facilities
Organization: OpenStreetMap RDC
Divisions provinciales de la santé (RDC) / Provincial Health Divisions (DRC)

Les 26 divisions provinciales de la santé (DPS) de la République démocratique du Congo, extraites de la base de données OpenStreetMap.

The 26 provincial health divisions of the Democratic Republic of the Congo, extracted from the OpenStreetMap database.

Tags: geodata, health, health facilities
Organization: OpenStreetMap RDC
IPC Acute Food Insecurity Country Data

The IPC Acute Food Insecurity (IPC AFI) classification provides strategically relevant information to decision makers that focuses on short-term objectives to prevent, mitigate or decrease severe food insecurity that threatens lives or livelihoods. This data has been produced by the National IPC Technical Working Groups for IPC population estimates since 2017. All national population figures are based on official country population estimates. IPC estimates are those published in country IPC reports.

Tags: food security, integrated food security phase classification-ipc
Organization: Integrated Food Security Phase Classification (IPC)
Cameroon Covid-19 Mobility Restriction - Point of Entries - [IOM DTM]

The current COVID 19 outbreak has affected global mobility in the form of various travel disruptions, restrictions and bans On 18 March 2020 the Government of Cameroon put in place a series of precautionary measures to contain the spread of the pandemic including the closure of the country’s land, air and sea borders, the suspension of visa issuance at the airports for all incoming travellers, the shutdown of all training and educational establishments and the banning of gatherings of more than fifty persons throughout its national territory In order to better understand how these restrictions are affecting mobility in the country.

Tags: aviation, covid-19, hxl, internally displaced persons-idp
Organization: International Organization for Migration (IOM)
Thailand: Languages

Language data drawn from the 2000 government census. Spoken language data was measured by asking if the primary language spoken at home was (1) Only Thai, (2) Thai and other or (3) Only other. The data on specific "other" spoken languages is available exclusively at admin level 0 since it comes from the 2000 Census Reports, where it is described in text format. This dataset also includes literacy rates for men and women age 10 and over. Available at the admin 0, 1, and 2 levels.

Tags: hxl, languages, literacy
Organization: CLEAR Global (previously Translators without Borders)
Afghanistan - Conflict Induced Displacements in 2021

Newly displaced population due to conflict between 01 January 2021 and 30 November 2021, compiled by OCHA sub offices based on inter-agency assessment results. This data is a snapshot as of 24 April 2022 and the numbers are expected to change as new assessment figures become available.

Tags: conflict-violence, hxl, internally displaced persons-idp
Organization: OCHA Afghanistan
Geographic Distribution of COVID-19 Cases Worldwide

Data collected by the European Centre for Disease Prevention and Control. The downloadable data file is updated daily and contains the latest available public data on COVID-19. Public-use data files allows users to manipulate the data in a format appropriate for their analyses. Users of ECDC public-use data files must comply with data use restrictions to ensure that the information will be used solely for statistical analysis or reporting purposes. For further information, visit https://www.ecdc.europa.eu/en/novel-coronavirus-china.

Tags: affected population, covid-19, disease, epidemics-outbreaks, fatalities, health, hxl
Organization: HDX
Kingdom of Eswatini - Subnational Demographic and Health Data

Contains data from the [DHS data portal](https://api.dhsprogram.com/). There is also a dataset containing [Kingdom of Eswatini - National Demographic and Health Data](https://data.humdata.org/dataset/dhs-data-for-kingdom-of-eswatini) on HDX.

The DHS Program Application Programming Interface (API) provides software developers access to aggregated indicator data from The Demographic and Health Surveys (DHS) Program. The API can be used to create various applications to help analyze, visualize, explore and disseminate data on population, health, HIV, and nutrition from more than 90 countries.

Tags: demographics, health, hxl
Organization: The DHS Program
World Port Index

The World Port Index shows locations, physical characteristics, facilities, and services offered by major ports around the world. This dataset is created by the Maritime Security Office of the National Geospatial-Intelligence Agency (NGA) to document the locations and features of major ports around the world. The Maritime Security Office requests that mariners send it corrections in plain language, which the office subsequently codes to create a consistent record of port facilities.

Tags: ports
Organization: OCHA Latin America and the Caribbean (ROLAC)
Democratic Republic of Congo (DRC) Localities (OpenStreetMap Export)

République démocratique du Congo (RDC),  Localités, lieux habités

Points  : Interactive  Online Map and Tabular spreadsheet

* Localities populated settlements
* OSM  amenity IN ('places')
* Overpass API / OpenStreetMap Database

Variables 

* osm_id,  lat (latitude), lon(longitude), place[city, town, suburb,  quarter, village, hamlet, localities, isolated_dwelling], abandoned_place, name

Tags: geodata, points of interest-poi, populated places-settlements
Organization: OpenStreetMap RDC
Kingdom of Eswatini - National Demographic and Health Data

Contains data from the [DHS data portal](https://api.dhsprogram.com/). There is also a dataset containing [Kingdom of Eswatini - Subnational Demographic and Health Data](https://data.humdata.org/dataset/dhs-subnational-data-for-kingdom-of-eswatini) on HDX.

The DHS Program Application Programming Interface (API) provides software developers access to aggregated indicator data from The Demographic and Health Surveys (DHS) Program. The API can be used to create various applications to help analyze, visualize, explore and disseminate data on population, health, HIV, and nutrition from more than 90 countries.

Tags: demographics, health, hxl
Organization: The DHS Program
Philippines: Poverty statistics

Based on Republic Act 8425, otherwise known as Social Reform and Poverty Alleviation Act, dated 11 December 1997, the poor refers to individuals and families whose income fall below the poverty threshold as defined by the government and/or those that cannot afford in a sustained manner to provide their basic needs of food, health, education, housing and other amenities of life. It may be estimated in terms
of percentages (poverty incidence) and total number of poor families (magnitude of poor families).  Also, this dataset has been generated by combining Philippine Standard Geographic Codes (PSGC) and poverty estimates from Philippine Statistics Authority (PSA).  

For more details, please refer to the following documents:

https://psa.gov.ph/poverty-press-releases/references
https://psa.gov.ph/poverty-press-releases/technotes
https://psa.gov.ph/poverty-press-releases/glossary
https://psa.gov.ph/sites/default/files/Technical%20Notes%20on%202015%20SAE.pdf


Tags: poverty
Organization: OCHA Philippines
Proyectos aprobados HRP 2022 - Clúster de Educación en Emergencias

Esta base contiene los proyectos aprobados para el Plan de Respuesta Humanitario (HRP) 2022 del Clúster de Educación en Emergencias. Estos proyectos tienen por objetivo atender las poblaciones y territorios priorizados en el marco del cálculo de la Población en Necesidad (PiN) 2022.   

Tags: education, humanitarian needs overview-hno, humanitarian response plan-hrp, people in need-pin
Organization: iMMAP Inc.
Afghanistan - Who does What Where (January to March 2022)

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
Víctimas del conflicto armado colombiano por hechos registrados entre 2017 y 2021

Esta base de datos, extraída del portal de datos abiertos de la Unidad para la Atención Integral y Reparación a las Víctimas, contiene el número de víctimas por hechos del conflicto armado en Colombia entre 2017-2021 desagregado por hecho victimizante, departamento de ocurrencia, sexo, etnia y condición de discapacidad

Tags: affected area, affected population, conflict-violence, displacement, gender-based violence-gbv, hxl, internally displaced persons-idp
Organization: iMMAP Inc.
Ukraine Subnational Population and Housing Data Tables with Administrative Boundaries, Based on National Census and Surveys

The geodatabase contains boundaries for the national and first- and second- 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 2001 (census) and 2017 (population estimates), as well as five-year age group and sex, language, ethnicity/nationality, and characteristics relating to households, information and communication technology, and income and poverty.

Tags: administrative boundaries-divisions, baseline population, demographics
Organization: U.S. Census Bureau
Venezuela: Languages

All data is drawn from government survey results and is subject to any associated limitations or distortions present in the source data.					
Literacy was measured as the ability of people belonging to indigenous communities to read and write in any language.					
Languages with population shares less than 0.01% or under 1,000 people (whichever is greater) have been aggregated into the “Other” field.					
All decimal values have been rounded to a maximum of 3 decimal places. As a result language shares may not total 100%.					
Language fields were calculated by multiplying the percentage of people belonging to each individual Indigenous group from the 2011 census by the proportion of people who spoke an Indigenous language in Indigenous groups from the 2001 census.					
Empty values represent non-existent data and should not be treated as zero values.					
Data is available under an Attribution NonCommercial ShareAlike 4.0 International license (CC BY NC SA 4.0)					
You are free to share and adapt the data subject to requirements for attribution and non commercial use. Any derivative work must be distributed under the same license as the original. Full terms at https://creativecommons.org/licenses/by nc sa/4.0/.					

Tags: hxl, languages, literacy
Organization: CLEAR Global (previously Translators without Borders)
Ukraine - Estimates on Internally Displaced People

Estimates of the number of internally displaced persons (IDPs) in Ukraine.
The estimates are based on data received from authorities, partners, and colleagues present in the field. It considers a clusterized approach (applying various estimation methodology based on geographic location and context), on top of the historical data from the past, and the refugee flows. 
For any queries, please contact: ukraineinfomanagement@unhcr.org or protectionclusterukraine@unhcr.org

Tags: conflict-violence, displacement, internally displaced persons-idp
Organization: UNHCR - The UN Refugee Agency