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  • 100+ Downloads
    Time Period of the Dataset [?]: March 05, 2023-March 05, 2023 ... More
    Modified [?]: 4 July 2020
    Dataset Added on HDX [?]: 8 January 2019
    This dataset updates: Every month
    This dataset is part of the data series [?]: HOTOSM - Waterways
    OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching: waterway IS NOT NULL OR water IS NOT NULL OR natural IN ('water','wetland','bay') Features may have these attributes: layer name source tunnel natural water covered depth width waterway blockage This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
  • 50+ Downloads
    Time Period of the Dataset [?]: August 18, 2023-August 18, 2023 ... More
    Modified [?]: 4 July 2020
    Dataset Added on HDX [?]: 7 December 2019
    This dataset updates: Live
    This dataset is part of the data series [?]: HOTOSM - Sea Ports
    OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching: amenity = 'ferry_terminal' OR building = 'ferry_terminal' OR port IS NOT NULL Features may have these attributes: building port operator:type source addr:city addr:full amenity name This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
  • 60+ Downloads
    Time Period of the Dataset [?]: August 18, 2023-August 18, 2023 ... More
    Modified [?]: 4 July 2020
    Dataset Added on HDX [?]: 7 December 2019
    This dataset updates: Live
    This dataset is part of the data series [?]: HOTOSM - Populated Places
    OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching: place IN ('isolated_dwelling','town','village','hamlet','city') Features may have these attributes: is_in place source population name This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
  • 30+ Downloads
    Time Period of the Dataset [?]: March 05, 2023-March 05, 2023 ... More
    Modified [?]: 2 July 2020
    Dataset Added on HDX [?]: 7 December 2019
    This dataset updates: Every month
    This dataset is part of the data series [?]: HOTOSM - Health Facilities
    OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching: healthcare IS NOT NULL OR amenity IN ('doctors','dentist','clinic','hospital','pharmacy') Features may have these attributes: healthcare:speciality building operator:type name addr:city capacity:persons source addr:full healthcare amenity This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
  • 40+ Downloads
    Time Period of the Dataset [?]: March 05, 2023-March 05, 2023 ... More
    Modified [?]: 2 July 2020
    Dataset Added on HDX [?]: 7 December 2019
    This dataset updates: Every month
    This dataset is part of the data series [?]: HOTOSM - Sea Ports
    OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching: amenity = 'ferry_terminal' OR building = 'ferry_terminal' OR port IS NOT NULL Features may have these attributes: building operator:type name addr:city source addr:full amenity port This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
  • 20+ Downloads
    Time Period of the Dataset [?]: March 04, 2023-March 04, 2023 ... More
    Modified [?]: 2 July 2020
    Dataset Added on HDX [?]: 6 December 2019
    This dataset updates: Every month
    This dataset is part of the data series [?]: HOTOSM - Railways
    OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching: railway IN ('rail','station') Features may have these attributes: layer addr:city addr:full railway operator:type ele name source This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
  • 10+ Downloads
    Time Period of the Dataset [?]: March 04, 2023-March 04, 2023 ... More
    Modified [?]: 2 July 2020
    Dataset Added on HDX [?]: 6 December 2019
    This dataset updates: Every month
    This dataset is part of the data series [?]: HOTOSM - Financial Services
    OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching: amenity IN ('mobile_money_agent','bureau_de_change','bank','microfinance','atm','sacco','money_transfer','post_office') Features may have these attributes: addr:city addr:full amenity network operator name source This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
  • 20+ Downloads
    Time Period of the Dataset [?]: March 04, 2023-March 04, 2023 ... More
    Modified [?]: 2 July 2020
    Dataset Added on HDX [?]: 6 December 2019
    This dataset updates: Every month
    This dataset is part of the data series [?]: HOTOSM - Sea Ports
    OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching: amenity = 'ferry_terminal' OR building = 'ferry_terminal' OR port IS NOT NULL Features may have these attributes: addr:city port addr:full amenity operator:type source name building This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
  • 20+ Downloads
    Time Period of the Dataset [?]: March 04, 2023-March 04, 2023 ... More
    Modified [?]: 2 July 2020
    Dataset Added on HDX [?]: 6 December 2019
    This dataset updates: Every month
    This dataset is part of the data series [?]: HOTOSM - Populated Places
    OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching: place IN ('isolated_dwelling','town','village','hamlet','city') Features may have these attributes: place population is_in name source This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
  • 40+ Downloads
    Time Period of the Dataset [?]: December 10, 2023-December 10, 2023 ... More
    Modified [?]: 1 July 2020
    Dataset Added on HDX [?]: 6 December 2019
    This dataset updates: Every week
    This dataset is part of the data series [?]: HOTOSM - Education Facilities
    OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching: amenity IN ('kindergarten','school','college','university') OR building IN ('kindergarten','school','college','university') Features may have these attributes: amenity capacity:persons addr:full addr:city name source building operator:type This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
  • 80+ Downloads
    Time Period of the Dataset [?]: December 10, 2023-December 10, 2023 ... More
    Modified [?]: 1 July 2020
    Dataset Added on HDX [?]: 6 December 2019
    This dataset updates: Every week
    This dataset is part of the data series [?]: HOTOSM - Health Facilities
    OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching: healthcare IS NOT NULL OR amenity IN ('doctors','dentist','clinic','hospital','pharmacy') Features may have these attributes: operator:type amenity capacity:persons addr:full addr:city name source building healthcare:speciality healthcare This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
  • 30+ Downloads
    Time Period of the Dataset [?]: December 10, 2023-December 10, 2023 ... More
    Modified [?]: 1 July 2020
    Dataset Added on HDX [?]: 6 December 2019
    This dataset updates: Every week
    This dataset is part of the data series [?]: HOTOSM - Sea Ports
    OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching: amenity = 'ferry_terminal' OR building = 'ferry_terminal' OR port IS NOT NULL Features may have these attributes: amenity addr:full addr:city port name source building operator:type This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
  • 20+ Downloads
    Time Period of the Dataset [?]: December 10, 2023-December 10, 2023 ... More
    Modified [?]: 1 July 2020
    Dataset Added on HDX [?]: 6 December 2019
    This dataset updates: Every week
    This dataset is part of the data series [?]: HOTOSM - Financial Services
    OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching: amenity IN ('mobile_money_agent','bureau_de_change','bank','microfinance','atm','sacco','money_transfer','post_office') Features may have these attributes: amenity network operator addr:full addr:city name source This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
  • 30+ Downloads
    Time Period of the Dataset [?]: December 10, 2023-December 10, 2023 ... More
    Modified [?]: 1 July 2020
    Dataset Added on HDX [?]: 6 December 2019
    This dataset updates: Every week
    This dataset is part of the data series [?]: HOTOSM - Airports
    OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching: aeroway IS NOT NULL OR building = 'aerodrome' OR emergency:helipad IS NOT NULL OR emergency = 'landing_site' Features may have these attributes: emergency:helipad capacity:persons addr:full emergency addr:city aeroway name source building operator:type This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
  • 60+ Downloads
    Time Period of the Dataset [?]: December 10, 2023-December 10, 2023 ... More
    Modified [?]: 1 July 2020
    Dataset Added on HDX [?]: 8 January 2019
    This dataset updates: Every week
    This dataset is part of the data series [?]: HOTOSM - Buildings
    OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching: building IS NOT NULL Features may have these attributes: building:materials addr:street office addr:full addr:city name addr:housenumber building source building:levels This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
  • 60+ Downloads
    Time Period of the Dataset [?]: December 10, 2023-December 10, 2023 ... More
    Modified [?]: 1 July 2020
    Dataset Added on HDX [?]: 8 January 2019
    This dataset updates: Every week
    This dataset is part of the data series [?]: HOTOSM - Points of Interest
    OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching: amenity IS NOT NULL OR man_made IS NOT NULL OR shop IS NOT NULL OR tourism IS NOT NULL Features may have these attributes: opening_hours man_made amenity addr:street tourism addr:full addr:city rooms name addr:housenumber source beds shop This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
  • 100+ Downloads
    Time Period of the Dataset [?]: December 10, 2023-December 10, 2023 ... More
    Modified [?]: 1 July 2020
    Dataset Added on HDX [?]: 8 January 2019
    This dataset updates: Every week
    This dataset is part of the data series [?]: HOTOSM - Roads
    OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching: highway IS NOT NULL Features may have these attributes: lanes width smoothness surface oneway bridge layer name source highway This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
  • 60+ Downloads
    Time Period of the Dataset [?]: December 10, 2023-December 10, 2023 ... More
    Modified [?]: 1 July 2020
    Dataset Added on HDX [?]: 6 December 2019
    This dataset updates: Every week
    This dataset is part of the data series [?]: HOTOSM - Railways
    OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching: railway IN ('rail','subway','station') Features may have these attributes: ele addr:full addr:city layer name source railway operator:type This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
  • 90+ Downloads
    Time Period of the Dataset [?]: December 10, 2023-December 10, 2023 ... More
    Modified [?]: 1 July 2020
    Dataset Added on HDX [?]: 6 December 2019
    This dataset updates: Every week
    This dataset is part of the data series [?]: HOTOSM - Populated Places
    OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching: place IN ('isolated_dwelling','town','village','hamlet','city') Features may have these attributes: population source name is_in place This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
  • 100+ Downloads
    Time Period of the Dataset [?]: December 10, 2023-December 10, 2023 ... More
    Modified [?]: 1 July 2020
    Dataset Added on HDX [?]: 8 January 2019
    This dataset updates: Every week
    This dataset is part of the data series [?]: HOTOSM - Waterways
    OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching: waterway IS NOT NULL OR water IS NOT NULL OR natural IN ('water','wetland','bay') Features may have these attributes: blockage width depth covered tunnel water layer natural waterway name source This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
  • 70+ Downloads
    Time Period of the Dataset [?]: October 04, 2020-October 04, 2020 ... More
    Modified [?]: 25 June 2020
    Dataset Added on HDX [?]: 10 June 2020
    This dataset updates: As needed
    Community perceptions and feedback
  • 300+ 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
  • 30+ Downloads
    Time Period of the Dataset [?]: August 18, 2023-August 18, 2023 ... More
    Modified [?]: 11 June 2020
    Dataset Added on HDX [?]: 7 December 2019
    This dataset updates: Live
    This dataset is part of the data series [?]: HOTOSM - Education Facilities
    OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching: amenity IN ('kindergarten','school','college','university') OR building IN ('kindergarten','school','college','university') Features may have these attributes: building capacity:persons operator:type source addr:city addr:full amenity name This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
  • 30+ Downloads
    Time Period of the Dataset [?]: August 18, 2023-August 18, 2023 ... More
    Modified [?]: 11 June 2020
    Dataset Added on HDX [?]: 7 December 2019
    This dataset updates: Live
    This dataset is part of the data series [?]: HOTOSM - Airports
    OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching: aeroway IS NOT NULL OR building = 'aerodrome' OR emergency:helipad IS NOT NULL OR emergency = 'landing_site' Features may have these attributes: building capacity:persons emergency:helipad emergency operator:type source aeroway addr:city addr:full name This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
  • 10+ Downloads
    Time Period of the Dataset [?]: August 18, 2023-August 18, 2023 ... More
    Modified [?]: 11 June 2020
    Dataset Added on HDX [?]: 7 December 2019
    This dataset updates: Live
    This dataset is part of the data series [?]: HOTOSM - Financial Services
    OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching: amenity IN ('mobile_money_agent','bureau_de_change','bank','microfinance','atm','sacco','money_transfer','post_office') Features may have these attributes: source amenity addr:city name network operator addr:full This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.