AndreaBozzo/ceres-open-data-index huggingface dataset:
Bangladesh - Needs and Population Monitoring (NPM) Round 17 Site Assessment

Following extreme violence in August 2017 in Rakhine State, Myanmar, an estimated 700,000 Rohingya refugees fled to Cox’s Bazar district, Bangladesh. Previous influxes were recorded in October 2016, when approximately 87,000 people crossed into Bangladesh, and other waves were registered during the previous decades. Most of the Rohingya refugees settled in Ukhyia and Teknaf Upazilas of Cox’s Bazar, a district bordering Myanmar identified as the main entry area for border crossings.

The two datasets present the results of the NPM Round 17 Site Assessment exercise, which collected information related to the Rohingya refugee population distribution and multisectoral needs.  Information for this assessment was collected using Key Informant Interview methodology. Female key informants in 1906 locations and Male key informants in 1990 locations were interviewed face to face between the 18th December 2019 – 28th January 2020.

Organization: International Organization for Migration (IOM)
IOM Bangladesh - Needs and Population Monitoring (NPM) Majhee Blocks Mapping

The majhee block system represents an important aspect of communities within the Rohingya refugees settled in collective or camp-like settings in Cox's Bazar district. A majhee is a community leader belonging to the Rohingya refugee population, while a block is the area for which he is responsible. 

The NPM majhee blocks mapping exercise was first conducted during NPM Baseline 9, between 5 and 20 February 2018. As part of the majhee interview process (key informants), enumerators walked the perimeter of each majhee block with guidance from the KI.  As they walked, the field team traced their path, marking up the boundary on the tablet or paper map.  Upon returning to NPM office, details of these boundaries were finalized on the paper maps.  

The paper maps were then received by the NPM digitizing team.  This team carefully digitized the Mahjee zone perimeters in GIS, using high-resolution NPM UAV imagery as an underlying reference.  Boundaries were assigned the NPM Block_ID attribute, which represents a unique identifier for each Site Assessment Location.  In this manner, boundaries can be uniquely linked back to a mahjee.

The majhee blocks mapping exercise is now embedded in NPM regular assessment activities (baseline and site assessment), hence regularly updated with a frequency of approximately three weeks.

The majhee block system is not an official form of governance. The scope of this exercise is purely descriptive and not prescriptive. Names and boundaries adopted in this exercise do not imply official endorsement or acceptance by IOM.



Tags: displacement, geodata, needs assessment, refugee crisis, refugees
Organization: International Organization for Migration (IOM)
Travel Restriction Monitoring - IATA - Covid-19 - [IOM DTM]

COVID-19 Travel Restriction Monitoring - Using secondary data sources, such as the International Air Transport Association (IATA), media reports and information direct from IOM missions, this platform maps and analyzes the various country, territories and areas imposing restrictions, and those with restrictions being imposed upon them, all categorized by restriction type. All analyses is presented at country level.

Tags: covid-19
Organization: International Organization for Migration (IOM)
South Sudan Covid-19 Mobility and preparedness Updates - [IOM DTM]

DTM relies on its network of key informants and on secondary sources to provide a weekly assessment of mobility and COVID-19 preparedness at priority locations in South Sudan. 

On 24 March 2020, movement restrictions have been put in place by South Sudanese (SSD) Government and its neighbours. Some border points like Renk and Kaya are reported to be near completely blocked, whilst refugees have been allowed back into SSD through places like Nimule (neighbouring Uganda [UGA]), Pagak (Ethiopia [ETH]) and Jekow (ETH). Cargo has also been largely allowed to enter South Sudan with  a maximum of three passengers in trucks. 

Tags: covid-19, demographics, internally displaced persons-idp
Organization: International Organization for Migration (IOM)
IOM Bangladesh - Needs and Population Monitoring (NPM) UAV imagery and GIS package by camp (January 2019)

NPM Bangladesh has produced a number of tools based on its regular data collection activities and drone flights. The package of January 2019 is based on [NPM Baseline Assessment 14](https://data.humdata.org/dataset/iom-bangladesh-needs-and-population-monitoring-npm-round-14-baseline-assessment) (as of 19 December 2018) and NPM most updated drone imagery (as of 23 January 2019).

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
Organization: International Organization for Migration (IOM)
IOM Bangladesh - Needs and Population Monitoring (NPM) UAV imagery and GIS package by camp (July 2019)

NPM Bangladesh has produced a number of tools based on its regular data collection activities. The package of July 2019 is based on [NPM Site Assessment 15](https://data.humdata.org/dataset/iom-bangladesh-needs-and-population-monitoring-npm-round-15-site-assessment) (as of 24 June 2019) and NPM most updated drone imagery (as of 23 January 2019).

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)
Cox's Bazar - Common Facility Mapping

The dataset provides the information about existing common facility infrastructure points (except WASH) by Sector/Sub-sector, facility type, location (lat/lon) with an unique ID at Rohingya refugee camps in Cox's Bazar district, Bangladesh. The dataset is sourced and verified by  sector/WG, IOM-NPM, UNHCR, ISCG in Cox's Bazar

Tags: facilities-infrastructure, refugee crisis, refugees
Organization: Inter Sector Coordination Group
Origen y Destino de los migrantes caminantes en Norte de Santander y Santander - Evaluación iMMAP/FONGIH - Octubre 2019

Origen y destino de población caminante entrevistada por iMMAP y el FONGIH en Octubre de 2019 en Norte de Santander y Santander

Tags: affected population, demographics, migration, population
Organization: iMMAP Inc.
Resultados población venezolana en transito

Base que contiene información obtenida de la aplicación PREMISE, donde se muestran los lugares temporales de población venezolana en transito por nombre del lugar, municipio y departamento. Estimando personas, proporción por grupos de edad, sexo, discapacidad y condiciones de salud, enfocado a medidas de prevención COVID. 

Tags: demographics, health, migration
Organization: iMMAP Inc.
Organizaciones del Clúster de Salud en Colombia

Base que contiene información acerca de las organizaciones del clúster de Salud, la cual contiene datos deubicación por departamento y municipio,  plan abscritos, subcluster al que pertenecen, tipo de atención que realizan, beneficiarios, retos y recomendaciones. 

Tags: health, hxl
Organization: iMMAP Inc.
Unemployment Rate in Colombia General and Venezuelan Population 2014- Feb. 2020

Base de Datos en formato excel  con la población total en Colombia en edad de trabajar, Ocupada, y Desocupada,  tasas de Desempleo, Tasa de Ocupación y Tasa Global de Participación por mes, también se anexa el desempleo  de la población venezolana con las mismas variables  entre 2014 y Feb. de 2020. 

Tags: socioeconomics
Organization: iMMAP Inc.
Índice de Continuidad en el Acceso a Agua

Índice de Continuidad de Agua en Arauca, La Guajira, Nariño y Norte de Santander - Colombia.

Fuente: http://www.sui.gov.co/web/acueducto/reportes/tecnico-operativo/continuidad-por-municipio

Tags: hxl, migration, water sanitation and hygiene-wash
Organization: iMMAP Inc.
Agriculture Cluster Woreda Level Partner Operational Presence

Agriculture cluster partner operational presence to the administrative boundary 3 (Woreda) level. The datasets cover partner operational presence by  woreda Level (Admin 3) in all five crisis affected regions which are Afar, Amhara, Oromia, SNNPR and Somali. 

Tags: agriculture-livestock, operational presence, who is doing what and where-3w-4w-5w
Organization: iMMAP Inc.
Base de Establecimientos de Comercio en La Guajira

Base de establecimientos comerciales de farmacias, tiendas, supermercados y ferreterias, que venden material, productos y suministros para prevenir el COVID 19, de fuente de Cámara de Comercio de la Guajira, google maps y páginas amarillas. 

Tags: hxl, socioeconomics, water sanitation and hygiene-wash
Organization: iMMAP Inc.
Base de datos homicidios de venezolanos en Colombia 2010 - 2019

Base de datos que compila información recopilada de la Policía Nacional de la Nación, el cual contiene variables de localización del hecho ocurrido, desagregado por zona urbana y rural, arma empleada, móvil agresor y móvil de la victima.

Tags: conflict-violence, migration
Organization: iMMAP Inc.
Base calificaciones ICFES del 2019 en Colombia

Base que contiene información acerca estudiantes que presentaron el ICFES en Colombia a nivel municipal por instituciones educativas. Además contiene información acerca del hogar del estudiante condiciones para su desarrollo educativo, zona de ubicación del colegio, jornada , sede, carácter y el puntaje obtenido.   

Tags: education, education facilities-schools
Organization: iMMAP Inc.
Indicadores de la Calidad del Agua en Colombia

Indicadores del Índice de Calidad del Agua de Colombia.


Alcanilidad Total
Aluminio
Arsénico
Cadmio
Calcio
Cianuro libre y diasociable
Cloro residual libre
Cloruros
Cobre
Coliformes totales
Color aparente
Conductividad
COT
Cromo total
Dureza total
E.coli
Fluoruros
Fosfatos
Hierro total
Magnesio
Manganeso
Mercurio
Mesófilos
Niquel
Nitratos
Nitritos
Olor
Organofosforados y carbamatos
ph
Plomo
Sabor
Sulfatos
Turbiedad
Zinc


Tags: baseline population, hxl, migration, water sanitation and hygiene-wash
Organization: iMMAP Inc.
Base establecimientos comerciales en Colombia

Base que contiene información de un muestreo aleatorio de empresas para las ciudades de Arauca, Barranquilla, Cali, Cúcuta, Medellín y de las regiones de La Guajira y el Oriente Antioqueño. Las variables dispuestas son razón social o nombre del establecimiento, municipio, dirección comercial,  actividad comercial e identificador CIIU. 

Tags: socioeconomics
Organization: iMMAP Inc.
Privaciones y deficiencias en el acceso a servicios públicos en Colombia - 2019

Indicadores de privaciones y deficiencias en el acceso a servicios públicos por parte de población refugiada, migrante y retornados procedentes de Venezuela y comunidades anfitrionas en Colombia.

Variables desagregadas por sexo, rango etario (mayor y menor de edad) y zona urbano/rural:
Hacinamiento
Sin acueducto
Sin alcantarillado
Sin combustible adecuado para cocinar
Sin espacio exclusivo para la cocina
Sin internet
Sin recogida de basuras
Sin refrigerador
Sin sanitario
Sin suministro continuo de agua

Tags: demographics, food security, hxl, migration, population, refugees, shelter, water sanitation and hygiene-wash
Organization: iMMAP Inc.
Establecimientos de Salud en Colombia 2020

Base de datos que contiene información de los principales hospitales en Colombia a nivel Departamental y Municipal. Se cuenta con variables de la categoría o nivel del hospital, clase, naturaleza (Público-Privada), barrio, dirección, si se ubica en zona urbana o rural y entre otras. Datos obtenidos del Ministerio de salud y Protección social y complementadas del SIASAR. 

Tags: health, health facilities, hxl
Organization: iMMAP Inc.
Democratic Republic of the Congo : Ebola (2021) Cumulative cases (national)

National dataset of Ebola in Guinea (2021) - infections, recoveries, deaths, hospitalized, active cases, contact cases and gender data (if available). This dataset is a Pivot Table of the subnational data available on our HDX page.

Gender data is not available anymore. The architecture of this dataset might change over time, to remove gender data. If you have any information about Ebola in DRC, please let us know at org.hera@gmail.com.
Update frequency : when new data is available. 

Tags: africa, central africa, disease, epidemics-outbreaks, fatalities, health, hxl
Organization: HERA - Humanitarian Emergency Response Africa
Guinea: Ebola (2021) Cumulative cases (national)

National dataset of Ebola in Guinea (2021) - infections, recoveries, deaths, hospitalized, active cases, contact cases and gender data (if available). This dataset is a Pivot Table of the subnational data available on our HDX page.

Recently, the government of Guinea (ANSS) has changed the way they were communicating about Ebola. Gender cases, vaccination data, hospitalized cases are not available anymore. The architecture of this dataset might change over time, to remove gender cases which won't be given by the government. 
Update frequency : when new data is available. 

Tags: africa, disease, epidemics-outbreaks, fatalities, health, hxl, west africa
Organization: HERA - Humanitarian Emergency Response Africa
Democratic Republic of the Congo: Coronavirus(COVID-19) Subnational Cases

Democratic Republic of the Congo  Coronavirus(COVID-19) Subnational Cases per province. The dataset has been made available on the Food security cluster website. It is made available via a collaboration between multiple agencies including: DR Congo Ministry of Health, World Health Organisation, UNICEF, JICA, CDC, PATH and IOM 

Tags: covid-19, health, hxl
Organization: HDX
Covax Facility Interim Distribution Forecast

This dataset contains a forecast on early availability of doses of the Pfizer-BioNTech vaccine and the AstraZeneca/Oxford vaccine to COVAX  Facility participants. The forecast is as at 3 February 2021. 

This dataset contains figures on indicative distribution of 240 million doses of the AstraZeneca/Oxford vaccine, licensed to Serum Institute of India (SII) and 96 million doses of the AstraZeneca/Oxford vaccine, under the advance purchase agreement between Gavi, the Vaccine Alliance and AstraZeneca for Q1 & Q2 2021.  It also contains an overview of exceptional first round allocation of 1.2 million doses of the WHO Emergency Use Listing (EUL)-approved Pfizer-BioNTech vaccine for Q1 2021.

The data was manually extracted from the [The COVAX Facility Interim Distribution Forecast](https://www.who.int/docs/default-source/coronaviruse/act-accelerator/covax/covax-interim-distribution-forecast.pdf) which was announced by COVAX on 3 February 2021.

Tags: covid-19, health, health facilities, hxl, vaccination-immunization
Organization: HDX
World: Global Database of Public Health and Social Measures Applied during the COVID-19 pandemic

Public health and social measures (PHSMs) are measures or actions by individuals, institutions, communities, local and national governments and international bodies to slow or stop the spread of an infectious disease, such as COVID-19.

Since the start of the COVID-19 pandemic, a number of organizations have begun tracking implementation of PHSMs around the world, using different data collection methods, database designs and classification schemes. A unique collaboration between WHO, the London School of Hygiene and Tropical Medicine, ACAPS, University of Oxford, Global Public Health Intelligence Network, US Centers for Disease Control and Prevention and the Complexity Science Hub Vienna has brought these datasets together, using a common taxonomy and structure, into a single, open-content dataset for public use.

Tags: covid-19
Organization: HDX
Post Tropical Storm Chalane Mapping, Thyolo, Malawi

Drone orthomosaic. Post Tropical Storm Chalane Mapping, Malawi conducted with Crowddroning by GLOBHE. More maps and data available on demand upon request from locations globally at: https://globhe.com/

MORE CROWDDRONING BY GLOBHE

Web: https://globhe.com/

Facebook: https://www.facebook.com/Crowddroning

Twitter: https://twitter.com/globhedrones

Instagram: https://www.instagram.com/globhedrones/

LinkedIn: https://www.linkedin.com/company/globhedrones/

Organization: Globhe Drones
Tracking Water Pollution, Sweden

Tracking water pollution, Sweden. Conducted with Crowddroning by GLOBHE.
More maps and data available on demand upon request from locations globally at https://globhe.com/

MORE CROWDDRONING BY GLOBHE

Web: https://globhe.com/

Facebook: https://www.facebook.com/Crowddroning

Twitter: https://twitter.com/globhedrones

Instagram: https://www.instagram.com/globhedrones/

LinkedIn: https://www.linkedin.com/company/globhedrones/

Tags: hydrology
Organization: Globhe Drones
Fiji -Tracking Natural Disaster

Tracking Natural Disaster, Fiji conducted with Crowddroning by GLOBHE. More maps and data available on demand upon request from locations globally at https://globhe.com/

MORE CROWDDRONING BY GLOBHE

Web: https://globhe.com/

Facebook: https://www.facebook.com/Crowddroning

Twitter: https://twitter.com/globhedrones

Instagram: https://www.instagram.com/globhedrones/

LinkedIn: https://www.linkedin.com/company/globhedrones/

Tags: cyclones-hurricanes-typhoons, disaster risk reduction-drr
Organization: Globhe Drones
Tracking Seagrass, the Philippines

Drone seagrass mapping, Panglao, the Philippines conducted with Crowddroning by GLOBHE.
More maps and data available on demand upon request from locations globally at https://globhe.com/

MORE CROWDDRONING BY GLOBHE

Webb: https://globhe.com/

Facebook: https://www.facebook.com/Crowddroning

Twitter: https://twitter.com/globhedrones

Instagram: https://www.instagram.com/globhedrones/

LinkedIn: https://www.linkedin.com/company/globhedrones/

Tags: hydrology
Organization: Globhe Drones
Economic Impact of COVID-19 in Sub-Saharan Africa

This data looks at the impact of COVID-19 on employment, income, ability to pay expenses, and more in Côte D'Ivoire, Kenya, Mozambique Nigeria, and South Africa. Data is nationally representative by age, gender, and location, and is broken down by job type and formal or informal workers. Please contact us for data broken down by province or more information on the methodology.

Tags: africa, covid-19, demographics, eastern africa, economics, employment, geodata, indicators, socioeconomics, west africa
Organization: Mobile Accord, Inc. (GeoPoll)
COVID19 Impacts and Vaccine Acceptance in sub-Saharan Africa

This study was conducted by SMS in late November in Côte D'Ivoire, DRC, Kenya, Mozambique, Nigeria, and South Africa. Topics covered include the ongoing impacts of COVID-19 on finances, physical and mental health, and spending on goods. Additionally, the study covers perceptions of vaccine safety and effectiveness and willingness to take a COVID-19 vaccine. Sample size of 500/country, nationally representative by age, gender, and location (ADM1). To request sub-national data please contact info@geopoll.com 

Tags: covid-19, demographics, disease, economics, geodata, health, socioeconomics, vaccination-immunization
Organization: Mobile Accord, Inc. (GeoPoll)
Perceptions and impact of Coronavirus in Sub-Saharan African countries

This data and report examine perceptions and the impact of COVID-19 in 12 countries throughout sub-Saharan Africa. Topics covered include greatest concerns surrounding coronavirus, preventative measures being taken, changes in food market operability and food security, consumer behavior changes, and trust in governments to prevent the spread of coronavirus. This dataset includes data from 10 of the markets. Please contact us for access to data from all markets, the questionnaire, and with any other questions. 

Tags: covid-19, epidemics-outbreaks, health
Organization: Mobile Accord, Inc. (GeoPoll)
Central African Republic: 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
Guinea: Ebola (2021) Subnational cases

Subnational dataset of Ebola in Guinea (2021) - infections, recoveries, deaths, hospitalized, contact cases and gender data (if available). A "metadata" file will be available soon as well as a subnational and national dataset with cumulative figures. 

Tags: africa, disease, epidemics-outbreaks, health, hxl, west africa
Organization: HERA - Humanitarian Emergency Response Africa