Updated
Live
| Dataset date: December 15, 2020-August 08, 2022
This dataset contains data obtained from a variety of sources and transformed into a form suitable for driving the Covid-19 Data Explorer. The visual itself is driven by a JSON file which contains the same data as the resources in this dataset which point to published csvs from a Google spreadsheet.
Updated
Live
| Dataset date: February 19, 2021-August 08, 2022
This dataset contains COVID-19 vaccine dose availability forecasts as well as actual deliveries for countries with Humanitarian Response Plans. The data on vaccine availability forecasts was manually extracted from the COVAX Facility Interim Distribution Forecast as announced by COVAX on 3 February 2021. Figures for actual deliveries through channels other than COVAX are compiled by OCHA from press reports. The source(s) press releases, official announcements or articles for each such vaccine delivery are included in the dataset.
Updated
29 July 2022
| Dataset date: January 01, 2021-August 08, 2022
At the time of the Global Humanitarian Overview 2022 launch in December 2021, 274 million people need humanitarian assistance and protection. This number means that 1 in 29 people worldwide needs humanitarian assistance โ a significant increase from 1 in 33 in 2020 and 1 in 45 in 2019, which were already the highest figures in decades. The UN and partner organizations aim to assist 183 million people most in need across 30 countries and 7 regions and require a total of $ 41 billion to do so.
Updated
20 February 2020
| Dataset date: July 25, 2019-July 25, 2019
This master list of health facilities was developed from a variety of government and non-government sources from 50 countries in sub-Saharan Africa. It uses multiple geocoding methods to provide a comprehensive spatial inventory of 98 745 public health facilities. Each data record represents a health facility and has 8 descriptive variables โ Location identifiers including: country, first level administrative division, latitude, longitude and LL source (source of the coordinates). Coordinates are rounded off to four decimal places for uniformity, allowing an accuracy of 5โ10 metres in decimal degrees coordinate format.
This geocoded master facility list has been made publicly and freely available through both the figshare repository and through the World Health Organizationโs Global Malaria Programme in Microsoft Excel format.
Updated
15 December 2021
| Dataset date: October 13, 2021-October 13, 2021
We use an anonymized snapshot of all active Facebook users and their friendship networks to measure the intensity of connectedness between locations. The Social Connectedness Index (SCI) is a measure of the social connectedness between different geographies. Specifically, it measures the relative probability that two individuals across two locations are friends with each other on Facebook.
Details on the underlying data and the construction of the index are provided in the โFacebook Social Connectedness Index - Data Notes.pdfโ file. Please also see https://dataforgood.fb.com/ as well as the associated research paper โSocial Connectedness: Measurement, Determinants and Effects,โ published in the Journal of Economic Perspectives (https://www.aeaweb.org/articles?id=10.1257/jep.32.3.259).
Region identifiers are taken from GADM v2.8 https://gadm.org/download_country_v2.html. Future versions will update IDs to be compatible with the newest GADM version.
Updated
28 June 2022
| Dataset date: February 17, 2021-March 03, 2021
In partnership with Yale, Meta launched a climate change opinion survey that explores public climate change knowledge, attitudes, policy preferences, and behaviors. The 2022 survey includes respondents from nearly 200 countries and territories. We are sharing country level data from this survey, providing policymakers, research institutions, and nonprofits with an international view of public climate change opinion.
For more information please see https://dataforgood.facebook.com/dfg/tools/climate-change-opinion-survey
If you're interested in becoming a research partner and accessing record level data, please email dataforgood@fb.com.
Updated
31 May 2022
| Dataset date: March 01, 2020-May 22, 2022
NOTE: We plan to no longer update this dataset after May 22 2022.
These data sets are intended to inform researchers and public health experts about how populations are responding to physical distancing measures. In particular, there are two metrics, Change in Movement and Stay Put, that provide a slightly different perspective on movement trends. Change in Movement looks at how much people are moving around and compares it with a baseline period that predates most social distancing measures, while Stay Put looks at the fraction of the population that appear to stay within a small area during an entire day.
Full details, including the privacy protections in this data, are available here: https://research.fb.com/blog/2020/06/protecting-privacy-in-facebook-mobility-data-during-the-covid-19-response/
Updated
15 May 2022
| Dataset date: January 01, 2014-August 08, 2022
The Cadre Harmonisรฉ (CH) and Integrated Food Security Phase Classification (IPC) are analytical frameworks which synthesize indicators of food and nutrition security outcomes and the inference of contributing factors into scales and figures representing the nature and severity of crisis and implications for strategic response in food security and nutrition.
(Refer to the documents linked as showcases for more information).
Updated
27 April 2022
| Dataset date: January 01, 1999-December 31, 2021
Yearly biomass Production and anomalies retrieved from DMP and computed by BioGenerator
The data used comes from the data generated by the COPERNICUS terrestrial service, the European Commission's Earth observation programme. The research that led to the current version of the product has received funding from various research and technical development programmes of the European Commission. The product is based on data from PROBA-V (ยฉ) and SPOT-VEGETATION (ยฉ) ESA
Productions annuelles de biomasse et anomalies en Afrique de l'Ouest de 1999 ร 2021 : version raster
Production annuelle de biomasse et anomalies extraites du DMP et calculรฉes par BioGenerator
Les donnรฉes utilisรฉes sont issues des donnรฉes gรฉnรฉrรฉes par le service terrestre COPERNICUS, le programme d'observation de la Terre de la Commission europรฉenne. La recherche qui a conduit ร la version actuelle du produit a reรงu un financement de divers programmes de recherche et de dรฉveloppement technique de la Commission europรฉenne. Le produit est basรฉ sur les donnรฉes de PROBA-V (ยฉ) et SPOT-VEGETATION (ยฉ) ESA
Updated
22 March 2022
| Dataset date: January 01, 2020-February 28, 2022
These datasets comprise publicly reported cases of sexual violence by law enforcement bodies, conflict related sexual violence, and sexual violence that targets IDPs / refugees or vulnerable beneficiaries from information available in local, national and international news outlets and online databases.
Dataset for South Sudan currently available. Other datasets covering the DRC, Ethiopia, Nigeria and South Sudan will soon be available.
Updated
28 March 2022
| Dataset date: March 07, 2022-August 08, 2022
This document is compiled by the Information Management team in the Global Health Cluster Unit GHCU, and aims to compile the figures relevant to Humanitarian Health response at global levels. The information is compiled from the last available data in public validated sources. See detailed info below. The data is mostly compiled from HRP and follows the structure of the Global Humanitarian Overview. For any ideas, updates, or corrections please contact Luis Hernando AGUILAR R (aguilarl@who.int) GHCU-IM team-lead. The data used as populations, names, and other designations are used only as a reference and do not imply any endorsement.
The compilation is made by the Global Health Cluster IM team and it is expected to be updated. Not all the fields are available in the reviewed documents and it is expected to be complemented. Please see the version control table in the document
Updated
15 March 2022
| Dataset date: September 30, 2021-September 30, 2021
This dataset shows the number of people in need(PiN), funds required and funds received by country and over the years, from 2010 to 2021.
PIN figures for 2022 are available in this dataset: Interagency Response Plans in 2022
Updated
16 February 2022
| Dataset date: January 01, 2019-December 31, 2021
This page provides the data published in the Attacks on Health Care Monthly News Brief. For data supporting the Safeguarding Health in Conflict Coalition (SHCC), please see: https://data.humdata.org/dataset/shcchealthcare-dataset
These datasets covers events where health workers were killed, kidnapped or arrested (KKA) and incidents where health facilities were damaged or destroyed by a perpetrator including state and non-state actors, criminals, individuals, students and other staff members in 2019 and in 2020 to date.
All data contains incidents identified in open sources. Categorized by country and with links to relevant Monthly News Brief.
Updated
19 October 2021
| Dataset date: September 12, 2018-September 12, 2018
The regional INFORM Sahel model was initiated by Emergency Response and Preparedness Group of regional Inter-Agency Standing Committee (IASC) and is managed by OCHA. The INFORM model is being used to support the Humanitarian Programme Cycle and coordinated preparedness actions. Partners hope to use the model to improve cooperation between humanitarian and development actors in managing risk and building resilience across the region.
Updated
31 December 2021
| Dataset date: July 01, 2021-August 08, 2022
West and Central Africa Administrative boundaries, administrative level 0 to 2. Notice: The boundaries and names shown and the designations used on these shapefiles do not imply official endorsement or acceptance by the United Nations.
West and Central Africa settlements with administrative capitals
