AndreaBozzo/ceres-open-data-index huggingface dataset:
Zambia - Demographic, Health, Education and Transport indicators

The urban indicators data available here are analyzed, compiled and published by UN-Habitat’s Global Urban Observatory which supports governments, local authorities and civil society organizations to develop urban indicators, data and statistics. Urban statistics are collected through household surveys and censuses conducted by national statistics authorities. Global Urban Observatory team analyses and compiles urban indicators statistics from surveys and censuses.  Additionally, Local urban observatories  collect, compile and analyze urban data for national policy development. Population statistics are produced by the United Nations Department of Economic and Social Affairs, World Urbanization Prospects.

Tags: baseline population, education, health, hxl, indicators, transportation
Organization: United Nations Human Settlements Programmes, Data and Analytics Section
Zimbabwe - Demographic, Health, Education and Transport indicators

The urban indicators data available here are analyzed, compiled and published by UN-Habitat’s Global Urban Observatory which supports governments, local authorities and civil society organizations to develop urban indicators, data and statistics. Urban statistics are collected through household surveys and censuses conducted by national statistics authorities. Global Urban Observatory team analyses and compiles urban indicators statistics from surveys and censuses.  Additionally, Local urban observatories  collect, compile and analyze urban data for national policy development. Population statistics are produced by the United Nations Department of Economic and Social Affairs, World Urbanization Prospects.

Tags: baseline population, education, health, hxl, indicators, transportation
Organization: United Nations Human Settlements Programmes, Data and Analytics Section
Perceptions of Ebola in Nigeria, Liberia, and Sierra Leone

In 2014, RIWI Corp. launched an online survey in Nigeria, Liberia, and Sierra Leone capturing public perceptions data from over 4,000 respondents on the status of Ebola in those countries.  Respondents were asked a series of questions related to their confidence in government and aid agencies to manage the Ebola outbreak, as well as their own behavioral response to the infection.  The data was collected using RIWI's patented Random Domain Intercept Technology™ (RDIT).

Tags: africa, community engagement, demographics, disease, epidemics-outbreaks, female, funding, gender, governance and civil society, health, health facilities, men, survey, vaccination-immunization, west africa
Organization: RIWI Corp. (inactive)
RIWI Mental Health Study

In September  2013, RIWI conducted a study of experiences and perceptions of mental health in the United Kingdom, reaching over 14,000 respondents. Respondents were asked whether they know or interact with someone who suffers from mental illness, and what their perception was of that individual. The data were collected using RIWI's patented Random Domain Intercept Technology™ (RDIT).

Tags: disease, female, health
Organization: RIWI Corp. (inactive)
Perceptions of Zika in the Americas

Within 24 hours of the World Health Organization declaring the Zika virus a global health emergency, RIWI began a study in 9 countries across the Americas capturing over 30,000 respondents.  Data collection targeted respondents' knowledge of Zika virus transmission mechanisms and confidence in government health agencies to treat and contain the epidemic.  The data was collected using RIWI's patented Random Domain Intercept Technology™ (RDIT).

Tags: community engagement, disease, epidemics-outbreaks, governance and civil society, health facilities, survey
Organization: RIWI Corp. (inactive)
Educación y Nivel de Vida en Venezuela

En esta base de datos encontrará: Educación y matrícula desde el año 1990 hasta el 2012; Educación e inversión pública desde el año 2001 al 2010; Índice de desarrollo educativo desde el año 2003 hasta el 2012; índice del nivel de vida por entidad federal; índice del nivel de vida por regiones de Venezuela. 

Tags: education, indicators
Organization: Universidad de Los Andes, Venezuela (inactive)
Economía de Venezuela

La base de datos registra: Gasto público de Venezuela expresado en Bolívares Fuertes además del porcentaje que éste representa del Producto Interno Bruto; PIB expresado en miles de Bolívares Fuertes y en miles de Dólares, a precio corriente; PIB per cápita expresado en dólares, a precio corriente;  variación porcentual anual del PIB; porcentaje del PIB proveniente de los ingresos petroleros y no petroleros; Precio del barril y variación porcentual anual expresada en dólares, a precio corriente; tasa de cambio y variación porcentual anual expresada en bólivares por dólar; tasa de inflación y variación porcentual anual; tasa de desempleo y variación anual; población expresada en miles de habitantes.

Tags: economics
Organization: Universidad de Los Andes, Venezuela (inactive)
Ecuador - Earthquake 4W

4W of the Ecuador Response as of 16th May 2016, compiled by OCHA featuring 4W inputs from:
WASH, Food Security, Education, Protection, CCCM, Shelter, Logistics, Early Recovery  sectors. 

Tags: camp coordination and camp management-cccm, development, earthquake-tsunami, education, food security, hxl, logistics, population, shelter, water sanitation and hygiene-wash, who is doing what and where-3w-4w-5w
Organization: Redhum (inactive)
Afghanistan Rainfall (2013-2016) and Population Comparisons (2010-2020): A Public Health and Food Security Synthesis Report with Corresponding Data

This report considers present and recent past food security assessments for Afghanistan in the context of hydrology, climate change and conflict.  Population comparisons by data source (UN OCHA, LandScan, WorldPop, and Gridded Population of the World) and rainfall anomalies from 2013-2016 accompany the report.  The authors, Zainab al Badri, Atia Curtiss, and Zoe Garcia, completed their research in partial fulfillment of Public Health coursework in Medical Geography, for Spring 2017, at Drew University.  Dr. Lisa Jordan edited the report and supplemented their work with additional spatial data.

Tags: baseline population, climate-weather, food security, geodata
Organization: Drew University (inactive)
Yemen - Admin1 - Combined Food Insecurity Phase 2017 and Population Estimates

The data set includes the Admin1 boundaries and population estimates summarized from three sources as separate attributes: LandScan (2015), WorldPop (2010, 2015, and 2020), and Gridded Population of the World, version 4 (2015, 2020).  The IPC Food Insecurity Phase Classification for Near and Medium Term (2017) are also included as attributes.  

Tags: baseline population, food security
Organization: Drew University (inactive)
Nigeria - FEWSNET IPC Acute Food Security Classifications over Time: A Public Health and Food Security Synthesis Report with Corresponding Data

This report explores food insecurity in Nigeria in the context of urbanization and demographic change.  A comparison of changing acute food security measures (IPC) from January and February 2010-2018  accompanies the report. The authors, Jordan Burnett, Leah Nadel, Victoria Santiago, and Arline Tarazona, completed their research in partial fulfillment of Public Health coursework in Medical Geography, for Spring 2018, at Drew University. Dr. Lisa Jordan edited the report and supplemented their work with additional spatial data.

Tags: food security, geodata, integrated food security phase classification-ipc
Organization: Drew University (inactive)
Rainfall, Conflict, and Food Insecurity Measurement in Post-Succession Sudan and South Sudan (July Months, 2013-2016)

July precipitation anomalies from 2013–2016 for Sudan and South Sudan, which may have negatively affected agrarian populations during the lean season, are generated from NASA TRMM/TMPA 3P43 (Tropical Rainfall Measuring Mission/Multi-Satellite Precipitation Analysis).  These anomalies are available to analyze in relation local population estimates (WorldPop), reported conflict events and fatalities (Armed Conflict Locations and Events Data Project), food security classification (Integrated Phase Classification, Famine Early Warning Systems Network), and other sources for measuring crop access to water (Climate Hazards Group InfraRed Precipitation with Station data).  

Data were compiled by Maimouna Kante and Lisa Jordan.  



Tags: conflict-violence
Organization: Drew University (inactive)
Automatic Weather Stations (AWS)

This datasets contains the coverage of automatic Weather  Stations (AWS). Eight AWS are strategically located in the northern parts of the country including Hargeysa, Borama, Aburin, Dacarbudhug, Xumbaweyne, Ceerigaabo, Garowe and Gaalckacyo . The nineth AWS is located in the south at the border of Kenya, Somalia and Ethiopia in Mandera town. It is hoped that when the situation allows more automatic weather stations will be installed in the southern regions. The stations record a variety of weather elements including; rainfall, temperature, relative humidity, atmospheric pressure, wind speed, wind direction and solar radiation. Data from these automatic stations is received in SWALIM Nairobi office daily in near-real-time through satellite at a frequency of every four hours. The data is then transmitted to the public though a client service platform on the SWALIM website.

Tags: climate-weather, geodata
Organization: FAO SWALIM (inactive)
Global Drought Hazard

The Global Drought Hazard project is a collection of spatial raster datasets that provide access to statistical extreme value analyses of the Standardised Precipitation Evapotranspiration Index (6-month SPEI) to identify high risk areas on a global scale.

The source data are monthly spatial raster datasets from the [Climatology and Climate Services Laboratory's Global SPEI Database](https://spei.csic.es/spei_database/#map_name=spei06) for the period from January 1902 to December 2018. Each raster dataset has a spatial resolution of about 0.5 degrees, the values of which we converted into time series for each grid cell. These time series are used to model the number of months above selected SPEI thresholds (e.g. SPEI -1.5 or lower) for a range of return periods (e.g. 100 years) via Poisson-Generalized Pareto Point Process models.

Tags: climate hazards, climate-weather, drought, hazards and risk
Organization: Institute for International Law of Peace and Armed Conflict
Malawi National Vulnerability Index

High exposure, High sensitivity and low adaptive capacity leads to high vulnerability. The severity of vulnerability determines the likely impacts to a system that changing climate can have.

This data has been developed by RCMRD and Malawi Department of Disaster Management Affairs (DoDMA).
SERVIR is a joint USAID-NASA project. For more information on SERVIR, visit http://www.servirglobal.net

Tags: hazards and risk
Organization: Regional Centre for Mapping of Development Resources (RCMRD) (inactive)
conflicto tierras y territorios

Desde el año 2012 ReDHumus inció la recolección de información principalmente con fuentes de prensa y académicas sobre los eventos relacionados con los conflictos por la tenencia de la tierra en Colombia y el conflicto armado interno. Los hechos recopilados van desde Enero de 1899 hasta Julio de 2015. Es una fuente de datos últil para los interesados en el análisis de contexto especializado sobre el tema de tierras y conflicto armado en Colombia. 

Tags: conflict-violence
Organization: ReDHumus.org (inactive)
Crisis humanitaria etnica Pueblo Embera

Desde el año 2009 ReDHumus.org inició la recopilación de información de diferentes fuentes, para documentar y promover un ejercicio de incidencia política que permitiera visibilizar la situación de crisis humanitaria de los grupos de familias extensas pertenecientes a los pueblos Embera Chamí y Katío. Estas familias tras su desplazamiento forzado de sus territorios de origen en Chocó y Risaralda se asentaron en Bogotá y otras ciudades de Colombia. 
Los reportes incluyen afectaciones de otros grupos étnicos que atraviesan situaciones similares a los Embera.

En la movilización social de la cual participó esta iniciativa también  hizo parte el Grupo de Investigación en Subjetividades de la Universidad Nacional de Colombia y la Universidad INCCA de Colombia, liderado por la profesora Rosa Suárez. tuvo como uno de los resultados que con el apoyo de la Comisión de seguimiento a la Sentencia T-025 de 2004 y CODHES,  la Corte Constitucional Colombiana emitiera el Auto que ordenaba medidas de protección al pueblo Embera en función del incumplimiento del Auto 004 de 2009 en el cual se incluía a este pueblo como uno de los 33 en riesgo de extinción.



Tags: conflict-violence, demographics, health, health facilities, operational capacity
Organization: ReDHumus.org (inactive)
IOM Bangladesh - Needs and Population Monitoring (NPM) UAV imagery and GIS package by camp (March 2019)

NPM Bangladesh has produced a number of tools based on its regular data collection activities and drone flights. The package of March 2019 is based on [NPM Site Assessment 14](https://data.humdata.org/dataset/iom-bangladesh-needs-and-population-monitoring-npm-round-14-site-assessment) (as of 13 February 2019) and NPM UAV 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)
Somalia Displacement - [IDPs] -  Emergency Trends Tracking (ETT) - Bay Region - [IOM DTM]

Emergency Trends Tracking (ETT) is a crisis-based tool that tracks sudden displacement triggered by specific events or emerging crises. The objective of ETT is to help prioritize humanitarian response and to enable partners to deliver rapid assistance. Based on previous drought induced displacement patterns, and the ones observed since the beginning of the drought, the humanitarian community expects that people will move from rural to urban areas in search of humanitarian services. Consequently, this ETT tool which concentrates only on drought induced displacements, focuses on the main urban centers and surrounding villages for each district. The data is collected through Key Informant Interviews (KIIs) at the location level, from Sunday to Wednesday every week. All locations assessed are monitored each week. 

Tags: affected area, drought, hxl, internally displaced persons-idp
Organization: International Organization for Migration (IOM)
NetHope Puerto Rico Member 3W Locations

Locations for responding NetHope NGO members in Puerto Rico, following Hurricanes Irma and Maria. Represented organizations include: American Red Cross, Americares, DirectRelief, Feeding America, Global Communities, Habitat for Humanity, International Medical Corps, Mercy Corps, Oxfam America, Samaritan's Purse, Save the Children, and World Vision.

Tags: americas, cyclones-hurricanes-typhoons, who is doing what and where-3w-4w-5w
Organization: NetHope (inactive)
Honduras - Informe de Caracterización del Desplazamiento Interno

Caracterización de población desplazada debido a la criminalidad en centros urbanos de Honduras (20 municipios). Información de 1,300 hogares desplazados internos y 838 hogares de comparación (no desplazados). Ejercicio liderado por la Comisión Interinstitucional para la Protección de las Personas Desplazadas por la Violencia (Honduras), con el apoyo del INE (Honduras), ACNUR y JIPS. La información puede ser analizada fácilmente en el DART: http://www.dart.jips.org/.

Tags: displacement, internally displaced persons-idp
Organization: Joint IDP Profiling Service (JIPS) (inactive)
Iraq - Sulaymaniyah Urban Profiling Exercise

Iraq-KRI (Sulaymaniyah) profiling exercise of urban/out-of-camp IDPs, Syrian refugees, and host populations with data collected June 2016 (report published September 2016). The exercise included a household survey administered to a sample of 1,201 households (401 IDP, 401 refugee and 399 host community households). Data can also be explored through the DART: http://www.dart.jips.org/. 

Tags: displacement, internally displaced persons-idp, urban
Organization: Joint IDP Profiling Service (JIPS) (inactive)
Iraq - Duhok Urban Profiling Exercise

Iraq-KRI (Duhok) profiling of urban/out-of-camp IDPs, Syrian refugees, and host populations with data collected during June 2016 (report published September 2016). The exercise included a household survey administered to a sample of 1,205 households (394 IDP, 402 refugee and 409 host households). Data can also be explored through the DART: http://www.dart.jips.org/. 

Tags: displacement, internally displaced persons-idp, refugees, urban
Organization: Joint IDP Profiling Service (JIPS) (inactive)
Iraq - Erbil Urban Profiling Exercise

Iraq (Erbil) profiling of urban/out-of-camp IDPs, Syrian refugees, and host populations with data collected from Dec 2015 until January 2016 (report published June 2016). The exercise included a household survey administered to a sample of 1,163 households (403 IDP, 370 refugee and 390 host households). Data can also be explored through the DART: http://www.dart.jips.org/. 

Tags: displacement, internally displaced persons-idp, refugees, urban
Organization: Joint IDP Profiling Service (JIPS) (inactive)
Sudan-El Fasher Durable Solutions Profiling Exercise

Sudan-El Fasher profiling exercise of urban/out-of-camp IDPs and host communities with data collected July 2018 (report published December 2019). The exercise included a household survey administered to a sample of 3,000 households in the urban and peri urban areas of El Fasher, Abu Shouk Camp and El Salam Camp. Data was processed and anonymized with recoding and local suppressions. 

Tags: community engagement, humanitarian needs overview-hno, internally displaced persons-idp, urban
Organization: Joint IDP Profiling Service (JIPS) (inactive)
Greece-Thessaloniki Profiling Exercise

Greece-Thessaloniki profiling exercise of urban/out-of-camp Refugees, Asylum Seekers and Third country nationals with data collected July 2018 (report published December 2019). The exercise included a household survey administered to a sample of 641 households of six boroughs of the Thessaloniki Municipality and the surrounding Municipalities including residents of the open facility of Diavata. Data was processed and anonymized with recoding and local suppressions. 

Tags: community engagement, displacement, humanitarian needs overview-hno, urban
Organization: Joint IDP Profiling Service (JIPS) (inactive)
Unplanned explosion at munition sites (UEMS)

The UEMS Database gathers information on accidental explosions of abandoned, damaged, improperly stored, or properly stored stockpiles of ammunition and explosives at munitions sites. It documents more than 600 incidents occurred from 1979 onwards and it is periodically updated. The UEMS Database provides details on the location, the number of casualties (fatalities and injuries) as well as the alleged cause of the incident, depending on available information.

Tags: casualties, complex emergency-conflict-security, conflict-violence
Organization: Small Arms Survey
Somalia - Internal Displacement Profiling in Hargeisa

Somalia (Hargeisa) profiling exercise of  IDPs from Somaliland, IDPs from South-Central Somalia, economic migrants, host communities, and refugees and asylum-seekers with data collected between February and June 2015 (report published January 2016). The exercise included a household survey administered to a sample of 2,510 households. Data can also be explored through the [DART](http://www.dart.jips.org/visualise?dataset=hargeisa).

Tags: displacement, internally displaced persons-idp, sustainable development goals-sdg
Organization: Joint IDP Profiling Service (JIPS) (inactive)
Afghanistan: Humanitarian Situation Monitoring Round5 KII Dataset

Humanitarian Situation Monitoring aims to collect and then triangulate information regarding service provision, sectoral needs, and vulnerabilities in Afghan communities, in order to then support geographical and sectoral prioritizations within the humanitarian response in Afghanistan, particularly in light of the rapidly evolving context in Afghanistan. The key-informant-based HSM methodology uses settlements as the unit of analysis, using a structured survey tool to interview key informants about the situation in their settlement. A sampling frame covering all 401 districts in Afghanistan was used, covering a minimum of 10% of total settlements in each district. To achieve geographical spread across each district, at least three key informant interviews (KIIs), in a number proportionate to the number of settlements, were conducted in each Basic Service Unit (BSU). To determine a BSU (defined as an economic/geographic service unit which relies on the same services, i.e. healthcare clinics and schools, and common public spaces, i.e. markets and roads), participatory mapping of settlements and services available was conducted prior to data collection. Any analysis conducted using the data in this file will generate statistically non-representative results, as the key informant methodology is indicative.

Tags: displacement, education, food security, health, internally displaced persons-idp, markets, needs assessment, water sanitation and hygiene-wash
Organization: REACH Initiative
Hurricane Matthew Haiti estimated population movement as of 24 October 2016

Summary of estimated population movement in Haiti as of 24 October 2016. The estimated distribution of people for whom their home Section Communale in the pre-hurricane period was in either Grande Anse, Sud or Nippes départment, and as of 24 October had moved to another Section Communale. Estimates are based on movements of de-identified Digicel SIM cards which made or received at least one call pre-hurricane and on 24 October 2016. The SIM card movements are combined with available population data derived from estimates for the year 2015.

Tags: cyclones-hurricanes-typhoons, geodata
Organization: Flowminder
Bangladesh 1km Resolution Poverty Estimates - Mapping poverty using mobile phone and satellite data

Here we provide poverty data created using Bayesian model-based geostatistics in combination with high resolution gridded spatial covariates and aggregated mobile phone data applied to geolocated household survey data on poverty from the DHS wealth index (2011), the Progress out of Poverty Index (2014), and household income (2013). Citation: Steele, J. E. et al. Mapping poverty using mobile phone and satellite data. J. R. Soc. Interface 14, 20160690 (2017). Online here: http://rsif.royalsocietypublishing.org/content/14/127/20160690

Tags: geodata, poverty
Organization: Flowminder
Hurricane Matthew Haiti estimated population movement as of 8 November 2016

Estimated population movement in Haiti as of 8 November 2016. The estimated distribution of people for whom their home Commune/Section Communale in the pre-hurricane period was in either Grande Anse, Sud or Nippes départment, and as of 8 November had moved to another Commune/Section Communale. Estimates are based on movements of de-identified Digicel SIM cards which made or received at least one call pre-hurricane and in the week up to 8 November 2016. The SIM card movements are combined with available population data derived from estimates for the year 2015.

Tags: cyclones-hurricanes-typhoons, migration
Organization: Flowminder