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  • Education in Danger Monthly News Brief
    Insecurity Insight
    3500+ Downloads
    Updated 20 April 2021 | Dataset date: January 01, 2017-March 31, 2021
    This dataset updates: As needed
    This page provides the data published in the Education in Danger Monthly News Brief. All data contains incidents identified in open sources. Categorized by country and with link to the relevant Monthly News Brief (where possible).
  • Madagascar - Data on Conflict Events
    HDX
    200+ Downloads
    Updated 20 April 2021 | Dataset date: February 26, 2002-June 08, 2019
    This dataset updates: Every month
    This dataset is UCDP's most disaggregated dataset, covering individual events of organized violence (phenomena of lethal violence occurring at a given time and place). These events are sufficiently fine-grained to be geo-coded down to the level of individual villages, with temporal durations disaggregated to single, individual days. Sundberg, Ralph, and Erik Melander, 2013, “Introducing the UCDP Georeferenced Event Dataset”, Journal of Peace Research, vol.50, no.4, 523-532 Högbladh Stina, 2019, “UCDP GED Codebook version 19.1”, Department of Peace and Conflict Research, Uppsala University
  • Madagascar - Requirements and Funding Data
    OCHA FTS
    5900+ Downloads
    Updated 20 April 2021 | Dataset date: April 20, 2021-April 20, 2021
    This dataset updates: Every day
    FTS publishes data on humanitarian funding flows as reported by donors and recipient organizations. It presents all humanitarian funding to a country and funding that is specifically reported or that can be specifically mapped against funding requirements stated in humanitarian response plans. The data comes from OCHA's Financial Tracking Service, is encoded as utf-8 and the second row of the CSV contains HXL tags.
  • Movement Range Maps
    Facebook
    18000+ Downloads
    Updated 19 April 2021 | Dataset date: March 01, 2020-August 31, 2020
    This dataset updates: Every day
    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/
  • Madagascar - Food Security Indicators
    Food and Agriculture Organization (FAO)
    300+ Downloads
    Updated 18 April 2021 | Dataset date: January 01, 2000-December 31, 2019
    This dataset updates: Every year
    Food Security Indicators for Madagascar. Contains data from the FAOSTAT bulk data service.
  • Madagascar - Prices
    Food and Agriculture Organization (FAO)
    200+ Downloads
    Updated 18 April 2021 | Dataset date: January 01, 1991-December 31, 2018
    This dataset updates: Every year
    Prices for Madagascar. Contains data from the FAOSTAT bulk data service covering the following categories: Consumer Price Indices, Deflators, Exchange rates - Annual, Producer Prices
  • Global Food Prices Database (WFP)
    WFP - World Food Programme
    9500+ Downloads
    Updated 18 April 2021 | Dataset date: January 01, 1990-April 15, 2021
    This dataset updates: Every week
    This dataset contains Global Food Prices data from the World Food Programme covering foods such as maize, rice, beans, fish, and sugar for 76 countries and some 1,500 markets. It is updated weekly but contains to a large extent monthly data. The data goes back as far as 1992 for a few countries, although many countries started reporting from 2003 or thereafter.
  • Madagascar - Food Prices
    WFP - World Food Programme
    700+ Downloads
    Updated 18 April 2021 | Dataset date: January 15, 2004-October 15, 2020
    This dataset updates: Every week
    This dataset contains Food Prices data for Madagascar. Food prices data comes from the World Food Programme and covers foods such as maize, rice, beans, fish, and sugar for 76 countries and some 1,500 markets. It is updated weekly but contains to a large extent monthly data. The data goes back as far as 1992 for a few countries, although many countries started reporting from 2003 or thereafter.
  • Madagascar - Health Indicators
    World Health Organization
    2900+ Downloads
    Updated 16 April 2021 | Dataset date: January 01, 1961-December 31, 2019
    This dataset updates: Every month
    Contains data from World Health Organization's data portal covering the following categories: Mortality and global health estimates, Sustainable development goals, Millennium Development Goals (MDGs), Health systems, Malaria, Tuberculosis, Child health, Infectious diseases, World Health Statistics, Health financing, Public health and environment, Substance use and mental health, Tobacco, Injuries and violence, HIV/AIDS and other STIs, Nutrition, Urban health, Noncommunicable diseases, Noncommunicable diseases CCS, Negelected tropical diseases, Health Equity Monitor, Infrastructure, Essential health technologies, Medical equipment, Demographic and socioeconomic statistics, TOBACCO, Neglected tropical diseases, International Health Regulations (2005) monitoring framework, Insecticide resistance, Oral health, Universal Health Coverage, UHC, Global Observatory for eHealth (GOe), RSUD: GOVERNANCE, POLICY AND FINANCING : PREVENTION, RSUD: GOVERNANCE, POLICY AND FINANCING: TREATMENT, RSUD: GOVERNANCE, POLICY AND FINANCING: FINANCING, RSUD: SERVICE ORGANIZATION AND DELIVERY: TREATMENT SECTORS AND PROVIDERS, RSUD: SERVICE ORGANIZATION AND DELIVERY: TREATMENT CAPACITY AND TREATMENT COVERAGE, RSUD: SERVICE ORGANIZATION AND DELIVERY: PHARMACOLOGICAL TREATMENT, RSUD: SERVICE ORGANIZATION AND DELIVERY: SCREENING AND BRIEF INTERVENTIONS, RSUD: SERVICE ORGANIZATION AND DELIVERY: PREVENTION PROGRAMS AND PROVIDERS, RSUD: SERVICE ORGANIZATION AND DELIVERY: SPECIAL PROGRAMMES AND SERVICES, RSUD: HUMAN RESOURCES, RSUD: INFORMATION SYSTEMS, RSUD: YOUTH, FINANCIAL PROTECTION, AMR GLASS, Noncommunicable diseases and mental health, Health workforce, Neglected Tropical Diseases, AMR GASP, ICD, SEXUAL AND REPRODUCTIVE HEALTH, Immunization, NLIS For links to individual indicator metadata, see resource descriptions.
  • UN Collective Results on the COVID-19 Socioeconomic Response in 2020
    United Nations Development Coordination Office
    10+ Downloads
    Updated 15 April 2021 | Dataset date: March 01, 2020-December 31, 2020
    This dataset updates: Every three months
    Under the leadership of UNDP and DCO, an inter-agency task team developed the UN framework for the immediate socio-economic response to COVID-19 (adopted in April 2020) to govern its response over 12 to 18 months. To measure the UN’s support to the socio-economic response and recovery, UN entities developed a simple monitoring framework with 18 programmatic indicators (endorsed by the UNSDG in July 2020). Lead entities – based on their mandate and comparative advantage – were nominated to lead the development of methodological notes for each indicator and lead the collection of data at the country level. These lead entities reported through the Office of the Resident Coordinators the collective UN results on a quarterly basis through UN Info. All 2020 data was reported by March 2021. This is the UN development system’s first comprehensive attempt at measuring its collective programming contribution and results. These programmatic indicators enabled the UN system to monitor the progress and achievements of UNCT’s collective actions in socio-economic response. In support of the Secretary-General’s call for a "… single, consolidated dashboard to provide up-to-date visibility on [COVID-19] activities and progress across all pillars” all data was published in real time on the COVID-19 data portal, hosted by DCO. The data is disaggregated by geography (rural/urban), sex, age group and at-risk populations -- to measure system-wide results on the socio-economic response to the pandemic, in order to ensure UNDS accountability and transparency for results.
  • Immunization Campaigns Impacted due to COVID-19
    World Health Organization
    500+ Downloads
    Updated Live | Dataset date: December 14, 2020-April 17, 2021
    This dataset updates: Live
    Immunization campaigns impacted due to COVID-19
  • Relative Wealth Index
    Facebook
    800+ Downloads
    Updated 8 April 2021 | Dataset date: April 01, 2021-April 20, 2021
    This dataset updates: As needed
    The Relative Wealth Index predicts the relative standard of living within countries using de-identified connectivity data, satellite imagery and other nontraditional data sources. The data is provided for 93 low and middle-income countries at 2.4km resolution. More details are available here: https://dataforgood.fb.com/tools/relative-wealth-index/ Research publication (preprint) for the Relative Wealth Index is available here: https://arxiv.org/abs/2104.07761 Press coverage of the release of the Relative Wealth Index here: https://www.fastcompany.com/90625436/these-new-poverty-maps-could-reshape-how-we-deliver-humanitarian-aid An interactive map of the Relative Wealth Index is available here: http://beta.povertymaps.net/
  • Humanitarian Response Plan projects for Madagascar
    OCHA FTS
    10+ Downloads
    Updated Live | Dataset date: January 01, 2017-April 20, 2021
    This dataset updates: Live
    Projects proposed, in progress, or completed as part of the annual Madagascar Humanitarian Response Plans (HRPs) or other Humanitarian Programme Cycle plans. The original data is available on https://hpc.tools Note that some projects are not publicly listed, due to security or personal-privacy concerns.
  • Aid Worker KKA (Killed, Kidnapped or Arrested)
    Insecurity Insight
    6700+ Downloads
    Updated Live | Dataset date: January 01, 2015-March 23, 2021
    This dataset updates: Live
    This dataset contains agency- and publicly-reported data for events in which an aid worker was killed, kidnapped, or arrested. Categorized by country.
  • Madagascar: Level 1 Exposure Data
    Global Earthquake Model Foundation
    Updated 2 April 2021 | Dataset date: May 05, 2020-May 05, 2020
    This dataset updates: Never
    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
  • Africa: Coronavirus (Covid-19) Continental cases (Infections, Recoveries and ...
    HERA - Humanitarian Emergency Response Africa
    500+ Downloads
    Updated 1 April 2021 | Dataset date: January 01, 2020-April 01, 2021
    This dataset updates: Every week
    Daily Covid-19 cases in african countries : daily infections, recoveries and deaths and cumulative cases of infections, recoveries and deaths since the beginning of the pandemic.
  • Africa: Covid-19 Cumulative cases
    HERA - Humanitarian Emergency Response Africa
    70+ Downloads
    Updated 1 April 2021 | Dataset date: January 01, 2020-April 01, 2021
    This dataset updates: As needed
    Covid-19 cumulative cases in Africa, per country, per day from the beginning of the pandemic. Source : national governments.
  • Africa: Covid-19 Recoveries
    HERA - Humanitarian Emergency Response Africa
    70+ Downloads
    Updated 1 April 2021 | Dataset date: January 01, 2020-April 01, 2021
    This dataset updates: As needed
    Covid-19 recoveries in Africa, per country, per day from the beginning of the pandemic. Source : national governments.
  • Africa: Covid-19 Cumulative Recoveries
    HERA - Humanitarian Emergency Response Africa
    60+ Downloads
    Updated 1 April 2021 | Dataset date: January 01, 2020-April 01, 2021
    This dataset updates: As needed
    Covid-19 cumulative recoveries in Africa, per country, per day from the beginning of the pandemic. Source : national governments.
  • Africa: Covid-19 Death cases
    HERA - Humanitarian Emergency Response Africa
    80+ Downloads
    Updated 1 April 2021 | Dataset date: January 01, 2020-April 01, 2021
    This dataset updates: As needed
    Covid-19 death cases in Africa, per country, per day from the beginning of the pandemic. Source : national governments.
  • Africa: Covid-19 Infected cases
    HERA - Humanitarian Emergency Response Africa
    100+ Downloads
    Updated 1 April 2021 | Dataset date: January 01, 2020-April 01, 2021
    This dataset updates: As needed
    Covid-19 infected cases in Africa, per country, per day from the beginning of the pandemic. Source : national governments.
  • Africa: Covid-19 Cumulative Deaths (National)
    HERA - Humanitarian Emergency Response Africa
    70+ Downloads
    Updated 1 April 2021 | Dataset date: January 01, 2020-April 01, 2021
    This dataset updates: As needed
    Covid-19 cumulative deaths in Africa, per country, per day from the beginning of the pandemic. Source : national governments.
  • Topline Indicators
    World Bank Group
    4400+ Downloads
    Updated 27 March 2021 | Dataset date: January 01, 2011-December 31, 2019
    This dataset updates: Every month
    Data used to update country toplines in HDX. Contains data from World Bank's data portal.
  • Facebook Social Connectedness Index
    Facebook
    8500+ Downloads
    Updated 25 March 2021 | Dataset date: August 27, 2020-August 27, 2020
    This dataset updates: As needed
    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 “Facebook Social Connectedness Index - Data Notes.pdf” file. Please also see https://dataforgood.fb.com/ as well as the associated research paper “Social Connectedness: Measurement, Determinants and Effects,” published in the Journal of Economic Perspectives (https://www.aeaweb.org/articles?id=10.1257/jep.32.3.259).
  • Eastern and Southern Africa Humanitarian Situation and Response
    UNICEF ESARO
    100+ Downloads
    Updated 6 March 2021 | Dataset date: January 01, 2020-December 31, 2020
    This dataset updates: Never
    UNICEF Eastern and Southern Africa Risks and Hazards- situation and response