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  • 30+ Downloads
    Time Period of the Dataset [?]: May 05, 2020-May 05, 2020 ... More
    Modified [?]: 2 April 2021
    Dataset Added on HDX [?]: 2 April 2021
    This dataset updates: Never
    This dataset is part of the data series [?]: Global Earthquake Model Foundation - 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
  • 100+ Downloads
    Time Period of the Dataset [?]: January 01, 2020-December 31, 2020 ... More
    Modified [?]: 6 March 2021
    Dataset Added on HDX [?]: 11 December 2019
    This dataset updates: Never
    UNICEF Eastern and Southern Africa Risks and Hazards- situation and response
  • 600+ Downloads
    Time Period of the Dataset [?]: December 01, 2020-February 19, 2021 ... More
    Modified [?]: 22 February 2021
    Dataset Added on HDX [?]: 7 December 2020
    This dataset updates: As needed
    The dataset contains 93 harmonized indicators on 14 topics (demographic, food security, education, labor, health..) on households and individuals in 44 countries across all developing regions.
  • 100+ Downloads
    Time Period of the Dataset [?]: December 31, 2019-December 31, 2019 ... More
    Modified [?]: 30 October 2020
    Dataset Added on HDX [?]: 15 October 2019
    This dataset updates: As needed
    UNICEF Eastern and Southern Africa Risks and Hazards- situation
  • 300+ Downloads
    Time Period of the Dataset [?]: January 01, 2000-December 31, 2020 ... More
    Modified [?]: 12 September 2020
    Dataset Added on HDX [?]: 20 July 2017
    This dataset updates: Every year
    This dataset is part of the data series [?]: World Pop - Population Counts
    WorldPop produces different types of gridded population count datasets, depending on the methods used and end application. Please make sure you have read our Mapping Populations overview page before choosing and downloading a dataset. Bespoke methods used to produce datasets for specific individual countries are available through the WorldPop Open Population Repository (WOPR) link below. These are 100m resolution gridded population estimates using customized methods ("bottom-up" and/or "top-down") developed for the latest data available from each country. They can also be visualised and explored through the woprVision App. The remaining datasets in the links below are produced using the "top-down" method, with either the unconstrained or constrained top-down disaggregation method used. Please make sure you read the Top-down estimation modelling overview page to decide on which datasets best meet your needs. Datasets are available to download in Geotiff and ASCII XYZ format at a resolution of 3 and 30 arc-seconds (approximately 100m and 1km at the equator, respectively): - Unconstrained individual countries 2000-2020 ( 1km resolution ): Consistent 1km resolution population count datasets created using unconstrained top-down methods for all countries of the World for each year 2000-2020. - Unconstrained individual countries 2000-2020 ( 100m resolution ): Consistent 100m resolution population count datasets created using unconstrained top-down methods for all countries of the World for each year 2000-2020. - Unconstrained individual countries 2000-2020 UN adjusted ( 100m resolution ): Consistent 100m resolution population count datasets created using unconstrained top-down methods for all countries of the World for each year 2000-2020 and adjusted to match United Nations national population estimates (UN 2019) -Unconstrained individual countries 2000-2020 UN adjusted ( 1km resolution ): Consistent 1km resolution population count datasets created using unconstrained top-down methods for all countries of the World for each year 2000-2020 and adjusted to match United Nations national population estimates (UN 2019). -Unconstrained global mosaics 2000-2020 ( 1km resolution ): Mosaiced 1km resolution versions of the "Unconstrained individual countries 2000-2020" datasets. -Constrained individual countries 2020 ( 100m resolution ): Consistent 100m resolution population count datasets created using constrained top-down methods for all countries of the World for 2020. -Constrained individual countries 2020 UN adjusted ( 100m resolution ): Consistent 100m resolution population count datasets created using constrained top-down methods for all countries of the World for 2020 and adjusted to match United Nations national population estimates (UN 2019). Older datasets produced for specific individual countries and continents, using a set of tailored geospatial inputs and differing "top-down" methods and time periods are still available for download here: Individual countries and Whole Continent. Data for earlier dates is available directly from WorldPop. WorldPop (www.worldpop.org - School of Geography and Environmental Science, University of Southampton; Department of Geography and Geosciences, University of Louisville; Departement de Geographie, Universite de Namur) and Center for International Earth Science Information Network (CIESIN), Columbia University (2018). Global High Resolution Population Denominators Project - Funded by The Bill and Melinda Gates Foundation (OPP1134076). https://dx.doi.org/10.5258/SOTON/WP00645
  • 100+ Downloads
    Time Period of the Dataset [?]: May 01, 2016-September 01, 2016 ... More
    Modified [?]: 2 September 2020
    Dataset Added on HDX [?]: 26 September 2018
    This dataset updates: Every month
    This dataset is part of the data series [?]: WFP - Food Security Indicators
    The World Food Programme (WFP) launched the mobile Vulnerability Analysis and Mapping (mVAM) project in 2013, beginning in DRC and Somalia. mVAM uses mobile technology to track food security trends in real-time, providing high-frequency data that supports humanitarian decision-making. Data collection methods are tailored to the needs of each country that mVAM operates in. This dataset contains data from the mVAM databank covering various indicators (one per resource).
  • 200+ Downloads
    Time Period of the Dataset [?]: January 01, 2000-December 31, 2020 ... More
    Modified [?]: 22 June 2020
    Dataset Added on HDX [?]: 24 November 2020
    This dataset updates: Every year
    This dataset is part of the data series [?]: WorldPop - Population Density
    WorldPop produces different types of gridded population count datasets, depending on the methods used and end application. Please make sure you have read our Mapping Populations overview page before choosing and downloading a dataset. Datasets are available to download in Geotiff and ASCII XYZ format at a resolution of 30 arc-seconds (approximately 1km at the equator) -Unconstrained individual countries 2000-2020: Population density datasets for all countries of the World for each year 2000-2020 – derived from the corresponding Unconstrained individual countries 2000-2020 population count datasets by dividing the number of people in each pixel by the pixel surface area. These are produced using the unconstrained top-down modelling method. -Unconstrained individual countries 2000-2020 UN adjusted: Population density datasets for all countries of the World for each year 2000-2020 – derived from the corresponding Unconstrained individual countries 2000-2020 population UN adjusted count datasets by dividing the number of people in each pixel, adjusted to match the country total from the official United Nations population estimates (UN 2019), by the pixel surface area. These are produced using the unconstrained top-down modelling method. Data for earlier dates is available directly from WorldPop. WorldPop (www.worldpop.org - School of Geography and Environmental Science, University of Southampton; Department of Geography and Geosciences, University of Louisville; Departement de Geographie, Universite de Namur) and Center for International Earth Science Information Network (CIESIN), Columbia University (2018). Global High Resolution Population Denominators Project - Funded by The Bill and Melinda Gates Foundation (OPP1134076). https://dx.doi.org/10.5258/SOTON/WP00674
  • COD 13000+ Downloads
    Time Period of the Dataset [?]: December 31, 2010-April 16, 2024 ... More
    Modified [?]: 20 February 2020
    Confirmed [?]: 3 February 2022
    Dataset Added on HDX [?]: 16 October 2015
    This dataset updates: Every year
    This dataset is part of the data series [?]: COD - Subnational Administrative Boundaries
    Madagascar administrative level 0 (country), 1 (region), 2 (district), 3 (commune), and 4 (fokontany) boundary and line shapefiles, geodatabase, and gazetteer. These boundary shapefiles are suitable for database or GIS linkage to the Madagascar - Subnational Population Statistics population statistics CSV tables. (A Look Up Table of P-codes and related BNGRC codes has also been provided, should linkages to the BNGRC Admin 1 & 2 codes be required for disaster response purposes.)
  • 100+ Downloads
    Time Period of the Dataset [?]: December 31, 2019-December 31, 2019 ... More
    Modified [?]: 8 February 2020
    Confirmed [?]: 30 October 2020
    Dataset Added on HDX [?]: 15 October 2019
    This dataset updates: As needed
    The Database and dashboard covers the regional humanitarian situation including targets, results and funding all as of December 2019 for entire Eastern and Southern Africa. Annual 2019 Database.
  • 600+ Downloads
    Time Period of the Dataset [?]: February 05, 2018-February 05, 2018 ... More
    Modified [?]: 16 March 2019
    Dataset Added on HDX [?]: 12 October 2016
    This dataset updates: Never
    The AFDB Statistical Data Portal has been developed in response to the increasing demand for statistical data and indicators relating to African Countries. The Portal provides multiple customized tools to gather indicators, analyze them, and export them into multiple formats. With the Data Portal, you can visualize Socio-Economic indicators over a period of time, gain access to presentation-ready graphics and perform comprehensive analysis on a Country and Regional level
  • 400+ Downloads
    Time Period of the Dataset [?]: October 11, 2018-October 11, 2018 ... More
    Modified [?]: 16 March 2019
    Dataset Added on HDX [?]: 8 November 2016
    This dataset updates: Never
    African Economic Outlook, 1993-2050
  • 200+ Downloads
    Time Period of the Dataset [?]: January 31, 2019-January 31, 2019 ... More
    Modified [?]: 8 February 2019
    Dataset Added on HDX [?]: 8 February 2019
    This dataset updates: Never
    The Database and dashboard covers the regional humanitarian situation including targets, results and funding all as of February 1 2019 for entire Southern and Eastern Africa.
  • 100+ Downloads
    Time Period of the Dataset [?]: December 18, 2018-December 18, 2018 ... More
    Modified [?]: 20 December 2018
    Dataset Added on HDX [?]: 20 December 2018
    This dataset updates: Never
    The Database and dashboard covers the regional humanitarian situation including targets, results and funding all as of December 18 2018 for entire Southern and Eastern Africa.
  • 100+ Downloads
    Time Period of the Dataset [?]: October 31, 2018-October 31, 2018 ... More
    Modified [?]: 7 December 2018
    Dataset Added on HDX [?]: 7 December 2018
    This dataset updates: Never
    The Database and dashboard covers the regional humanitarian situation including targets, results and funding all as of October 31 2018 for entire Southern and Eastern Africa.
  • 2200+ Downloads
    Time Period of the Dataset [?]: November 21, 2018-November 21, 2018 ... More
    Modified [?]: 21 November 2018
    Dataset Added on HDX [?]: 21 November 2018
    This dataset updates: Never
    Shapefile contains admin 1 boundaries for countries in East and southern Africa
  • 100+ Downloads
    Time Period of the Dataset [?]: January 01, 2000-December 31, 2020 ... More
    Modified [?]: 1 November 2018
    Dataset Added on HDX [?]: 27 May 2019
    This dataset updates: Every year
    This dataset is part of the data series [?]: WorldPop - Age and sex structures
    WorldPop produces different types of gridded population count datasets, depending on the methods used and end application. Please make sure you have read our Mapping Populations overview page before choosing and downloading a dataset. A description of the modelling methods used for age and sex structures can be found in Tatem et al and Pezzulo et al. Details of the input population count datasets used can be found here, and age/sex structure proportion datasets here. Both top-down 'unconstrained' and 'constrained' versions of the datasets are available, and the differences between the two methods are outlined here. The datasets represent the outputs from a project focused on construction of consistent 100m resolution population count datasets for all countries of the World structured by male/female and 5-year age classes (plus a <1 year class). These efforts necessarily involved some shortcuts for consistency. The unconstrained datasets are available for each year from 2000 to 2020. The constrained datasets are only available for 2020 at present, given the time periods represented by the building footprint and built settlement datasets used in the mapping. Data for earlier dates is available directly from WorldPop. WorldPop (www.worldpop.org - School of Geography and Environmental Science, University of Southampton; Department of Geography and Geosciences, University of Louisville; Departement de Geographie, Universite de Namur) and Center for International Earth Science Information Network (CIESIN), Columbia University (2018). Global High Resolution Population Denominators Project - Funded by The Bill and Melinda Gates Foundation (OPP1134076). https://dx.doi.org/10.5258/SOTON/WP00646
  • 200+ Downloads
    Time Period of the Dataset [?]: October 23, 2018-October 23, 2018 ... More
    Modified [?]: 23 October 2018
    Dataset Added on HDX [?]: 23 October 2018
    This dataset updates: Never
    The Database and dashboard covers the regional humanitarian situation including targets, results and funding all as of September 2018 for entire Southern and Eastern Africa.
  • 300+ Downloads
    Time Period of the Dataset [?]: October 01, 2018-October 01, 2018 ... More
    Modified [?]: 9 October 2018
    Dataset Added on HDX [?]: 9 October 2018
    This dataset updates: Never
    The data is about the nutrition situation of the Eastern and Southern African countries.
  • COD 600+ Downloads
    Time Period of the Dataset [?]: January 01, 2004-January 01, 2004 ... More
    Modified [?]: 16 August 2018
    Dataset Added on HDX [?]: 16 October 2015
    This dataset updates: Every year
    This dataset is part of the data series [?]: COD - Populated Places - Settlements
    Madagascar place points. Source: National Geospatial-Intelligence Agency, Data Provider: University of Georgia - ITOS, Data Distributor: Geographic Information Support Team (GIST), Publication Date:2007-03-07. P-codes and administrative boundary names added by UN OCHA ROSA, based on BNGRC (National Disaster Management Office) data.
  • COD 600+ Downloads
    Time Period of the Dataset [?]: March 02, 2012-March 02, 2012 ... More
    Modified [?]: 16 August 2018
    Dataset Added on HDX [?]: 16 October 2015
    This dataset updates: Every year
    This dataset is part of the data series [?]: COD - Elevation
    Madagascar Digital Elevation Model, downloaded from DIVA GIS in March 2012 (CGIAR-SRTM data aggregated to 30 seconds).
  • 100+ Downloads
    Time Period of the Dataset [?]: June 07, 2018-June 07, 2018 ... More
    Modified [?]: 7 June 2018
    Dataset Added on HDX [?]: 7 June 2018
    This dataset updates: Never
    UNICEF Excel Database Refugees in Eastern and Southern Africa - Target, Response and Funding
  • 900+ Downloads
    Time Period of the Dataset [?]: March 31, 2018-March 31, 2018 ... More
    Modified [?]: 23 April 2018
    Dataset Added on HDX [?]: 11 October 2017
    This dataset updates: Never
    UNICEF Eastern and Southern Africa database - Target, Response and Funding as of 31 March 2018
  • 20+ Downloads
    Time Period of the Dataset [?]: January 01, 2014-December 31, 2017 ... More
    Modified [?]: 5 May 2017
    Dataset Added on HDX [?]: 27 May 2019
    This dataset updates: Every year
    This dataset is part of the data series [?]: WorldPop - Births
    The health and survival of women and their new-born babies in low income countries is a key public health priority, but basic and consistent subnational data on the number of live births to support decision making has been lacking. WorldPop integrates small area data on the distribution of women of childbearing age and age-specific fertility rates to map the estimated distributions of births for each 1x1km grid square across all low and middle income countries. Further details on the methods can be found in Tatem et al. and James et al.. Data for earlier dates is available directly from WorldPop. WorldPop (www.worldpop.org - School of Geography and Environmental Science, University of Southampton). 2017. Madagascar 1km births. Version 2.0 2015 estimates of numbers of live births per grid square, with national totals adjusted to match UN national estimates on numbers of live births (http://esa.un.org/wpp/). DOI: 10.5258/SOTON/WP00388
  • 20+ Downloads
    Time Period of the Dataset [?]: January 01, 2014-December 31, 2017 ... More
    Modified [?]: 5 May 2017
    Dataset Added on HDX [?]: 27 May 2019
    This dataset updates: Every year
    This dataset is part of the data series [?]: WorldPop - Pregnancies
    The health and survival of women and their new-born babies in low income countries is a key public health priority, but basic and consistent subnational data on the number of pregnancies to support decision making has been lacking. WorldPop integrates small area data on the distribution of women of childbearing age, age-specific fertility rates, still births and abortions to map the estimated distributions of pregnancies for each 1x1km grid square across all low and middle income countries. Further details on the methods can be found in Tatem et al and James et al.. Data for earlier dates is available directly from WorldPop. WorldPop (www.worldpop.org - School of Geography and Environmental Science, University of Southampton). 2017. Madagascar 1km pregnancies. Version 2.0 2015 estimates of numbers of pregnancies per grid square, with national totals adjusted to match national estimates on numbers of pregnancies made by the Guttmacher Institute (http://www.guttmacher.org) DOI: 10.5258/SOTON/WP00496
  • 400+ Downloads
    Time Period of the Dataset [?]: May 14, 2015-May 14, 2015 ... More
    Modified [?]: 24 November 2015
    Dataset Added on HDX [?]: 6 May 2015
    This dataset updates: Every month
    The Income Activities dataset includes data on income generation at the household level. Sources of income listed include labor, agriculture, asset sales, and remittances, among others. It is available for 32 countries.