Datasets

  • ACS Census Block Group Commute

    The American Community Survey (ACS) is an ongoing survey that provides data every year -- giving communities the current information they need to plan investments and services. This dataset covers census blockgroup-level ACS data pertaining to commuting …

    • Geographic Coverage
      usa:conus
      usa:ak
      usa:hi
      usa:pr
    • Geometry Types
      MULTIPOLYGON
      POLYGON
  • ACS Census Block Group Demographics

    The American Community Survey (ACS) is an ongoing survey that provides data every year -- giving communities the current information they need to plan investments and services. This dataset covers census blockgroup-level ACS data pertaining to demographi…

    • Geographic Coverage
      usa:conus
      usa:ak
      usa:hi
      usa:pr
    • Geometry Types
      MULTIPOLYGON
      POLYGON
  • ACS Census Block Group Economic

    The American Community Survey (ACS) is an ongoing survey that provides data every year -- giving communities the current information they need to plan investments and services. This dataset covers ACS census blockgroup-level data pertaining to economic c…

    • Geographic Coverage
      usa:conus
      usa:ak
      usa:hi
      usa:pr
    • Geometry Types
      MULTIPOLYGON
      POLYGON
  • ACS Census Block Group Housing

    The American Community Survey (ACS) is an ongoing survey that provides data every year -- giving communities the current information they need to plan investments and services. This dataset covers census census blockgroup-level ACS data pertaining to hou…

    • Geographic Coverage
      usa:conus
      usa:ak
      usa:hi
      usa:pr
    • Geometry Types
      MULTIPOLYGON
      POLYGON
  • ACS Census Block Group Social

    The American Community Survey (ACS) is an ongoing survey that provides data every year -- giving communities the current information they need to plan investments and services. This dataset covers census blockgroup-level ACS data pertaining to social cha…

    • Geographic Coverage
      usa:conus
      usa:ak
      usa:hi
      usa:pr
    • Geometry Types
      MULTIPOLYGON
      POLYGON
  • ACS Census Tract Commute

    The American Community Survey (ACS) is an ongoing survey that provides data every year -- giving communities the current information they need to plan investments and services. This dataset covers census tract-level ACS data pertaining to commuting chara…

    • Geographic Coverage
      usa:conus
      usa:ak
      usa:hi
      usa:pr
    • Geometry Types
      MULTIPOLYGON
      POLYGON
  • ACS Census Tract Demographics

    The American Community Survey (ACS) is an ongoing survey that provides data every year -- giving communities the current information they need to plan investments and services. This dataset covers census tract-level ACS data pertaining to demographic cha…

    • Geographic Coverage
      usa:conus
      usa:ak
      usa:hi
      usa:pr
    • Geometry Types
      MULTIPOLYGON
      POLYGON
  • ACS Census Tract Economic

    The American Community Survey (ACS) is an ongoing survey that provides data every year -- giving communities the current information they need to plan investments and services. This dataset covers ACS census tract-level data pertaining to economic charac…

    • Geographic Coverage
      usa:conus
      usa:ak
      usa:hi
      usa:pr
    • Geometry Types
      MULTIPOLYGON
      POLYGON
  • ACS Census Tract Housing

    The American Community Survey (ACS) is an ongoing survey that provides data every year -- giving communities the current information they need to plan investments and services. This dataset covers census census tract-level ACS data pertaining to housing …

    • Geographic Coverage
      usa:conus
      usa:ak
      usa:hi
      usa:pr
    • Geometry Types
      MULTIPOLYGON
      POLYGON
  • ACS Census Tract Social

    The American Community Survey (ACS) is an ongoing survey that provides data every year -- giving communities the current information they need to plan investments and services. This dataset covers census tract-level ACS data pertaining to social characte…

    • Geographic Coverage
      usa:conus
      usa:ak
      usa:hi
      usa:pr
    • Geometry Types
      MULTIPOLYGON
      POLYGON
  • ACS County Commute

    The American Community Survey (ACS) is an ongoing survey that provides data every year -- giving communities the current information they need to plan investments and services. This dataset covers county-level ACS data pertaining to commuting characteris…

    • Geographic Coverage
      usa:conus
      usa:ak
      usa:hi
      usa:pr
    • Geometry Types
      MULTIPOLYGON
      POLYGON
  • ACS County Demographics

    The American Community Survey (ACS) is an ongoing survey that provides data every year -- giving communities the current information they need to plan investments and services. This dataset covers county-level ACS data pertaining to demographic character…

    • Geographic Coverage
      usa:conus
      usa:ak
      usa:hi
      usa:pr
    • Geometry Types
      MULTIPOLYGON
      POLYGON
  • ACS County Economic

    The American Community Survey (ACS) is an ongoing survey that provides data every year -- giving communities the current information they need to plan investments and services. This dataset covers ACS county-level data pertaining to economic characterist…

    • Geographic Coverage
      usa:conus
      usa:ak
      usa:hi
      usa:pr
    • Geometry Types
      MULTIPOLYGON
      POLYGON
  • ACS County Housing

    The American Community Survey (ACS) is an ongoing survey that provides data every year -- giving communities the current information they need to plan investments and services. This dataset covers census county-level ACS data pertaining to housing charac…

    • Geographic Coverage
      usa:conus
      usa:ak
      usa:hi
      usa:pr
    • Geometry Types
      MULTIPOLYGON
      POLYGON
  • ACS County Social

    The American Community Survey (ACS) is an ongoing survey that provides data every year -- giving communities the current information they need to plan investments and services. This dataset covers county-level ACS data pertaining to social characteristic…

    • Geographic Coverage
      usa:conus
      usa:ak
      usa:hi
      usa:pr
    • Geometry Types
      MULTIPOLYGON
      POLYGON
  • ACS State Commute

    The American Community Survey (ACS) is an ongoing survey that provides data every year -- giving communities the current information they need to plan investments and services. This dataset covers state-level ACS data pertaining to commuting characterist…

    • Geographic Coverage
      usa:conus
      usa:ak
      usa:hi
      usa:pr
    • Geometry Types
      MULTIPOLYGON
      POLYGON
  • ACS State Demographics

    The American Community Survey (ACS) is an ongoing survey that provides data every year -- giving communities the current information they need to plan investments and services. This dataset covers state-level ACS data pertaining to demographic characteri…

    • Geographic Coverage
      usa:conus
      usa:ak
      usa:hi
      usa:pr
    • Geometry Types
      MULTIPOLYGON
      POLYGON
  • ACS State Economic

    The American Community Survey (ACS) is an ongoing survey that provides data every year -- giving communities the current information they need to plan investments and services. This dataset covers ACS state-level data pertaining to economic characteristi…

    • Geographic Coverage
      usa:conus
      usa:ak
      usa:hi
      usa:pr
    • Geometry Types
      MULTIPOLYGON
      POLYGON
  • ACS State Housing

    The American Community Survey (ACS) is an ongoing survey that provides data every year -- giving communities the current information they need to plan investments and services. This dataset covers census state-level ACS data pertaining to housing charact…

    • Geographic Coverage
      usa:conus
      usa:ak
      usa:hi
      usa:pr
    • Geometry Types
      MULTIPOLYGON
      POLYGON
  • ACS State Social

    The American Community Survey (ACS) is an ongoing survey that provides data every year -- giving communities the current information they need to plan investments and services. This dataset covers state-level ACS data pertaining to social characteristics…

    • Geographic Coverage
      usa:conus
      usa:ak
      usa:hi
      usa:pr
    • Geometry Types
      MULTIPOLYGON
      POLYGON
  • EIA Power Plants

    Operable electric generating plants in the United States by energy source, as of April 2020. This includes all plants that are operating, on standby, or a short- or long-term out of service with a combined nameplate capacity of 1 MW or more.

    • Geometry Types
      POINT
  • FAA Airports

    Airport defines area on land or water intended to be used either wholly or in part for the arrival; departure and surface movement of aircraft/helicopters. Airport information is published every eight weeks by the U.S. Department of Transportation, Feder…

    • Geometry Types
      POINT
  • FEMA Flood

    PREMIUMThis is a Premium dataset. Please contact us at sales@askiggy.com for more information.

    The National Flood Hazard Layer (NFHL) is a geospatial database that contains current effective flood hazard data for those communities where maps have been digitized. FEMA provides the flood hazard data to support the National Flood Insurance Program. Y…

    • FIRMS Daily Fire

      The Fire Information for Resource Management System (FIRMS) was developed to provide near real-time active fire locations to natural resource managers. This dataset contains the most recent 48 hrs of FIRMS active fire data captured using the Visible Infr…

      • Geographic Coverage
        usa:conus
        usa:ak
        usa:hi
      • Geometry Types
        POINT
    • HIFLD Fire Stations

      This dataset consists of Homeland Infrastructure Foundation-Level Data (HIFLD) point features representing building locations of fire stations in the United States, District of Columbia, Puerto Rico and the U.S. Virgin Islands. The purpose of this collec…

      • Geometry Types
        POINT
    • HIFLD Hospitals

      This dataset contains a list of hospitals for 50 US states, Washington D.C., and the U.S. territories of Puerto Rico, Guam, American Samoa, Northern Mariana Islands, Palau, and the U.S. Virgin Islands, as compiled for the U.S. Department of Homeland Secu…

      • Geographic Coverage
        usa
        usa:pr
        usa:vi
        usa:as
        usa:territories
      • Geometry Types
        POINT
    • HIFLD Ports

      This dataset, utilizing data from the U.S. Department of Transportation (USDOT), depicts 150 Major Ports in the United States by total tonnage in 2019.

      • Geometry Types
        POINT
    • HIFLD Prisons

      This feature class contains secure detention facilities for the Homeland Infrastructure Foundation Level Data (HIFLD) database. The prison bundary feature class contains secure detention facilities. These facilities range in jurisdiction from federal (ex…

      • Geometry Types
        MULTIPOLYGON
        POLYGON
    • HUD Public Housing

      HUD administers Federal aid to local Housing Agencies (HAs) that manage housing for low-income residents at rents they can afford. Likewise, HUD furnishes technical and professional assistance in planning, developing, and managing the buildings that comp…

      • Geometry Types
        POINT
    • Licensed Brands CrossFit

      This dataset contains CrossFit locations from a licensed data source. Due to licensing restrictions, geometries are not available for this dataset, but users may run aggregation queries over it.

      • Geographic Coverage
        usa
        can
      • Geometry Types
        POINT
    • Licensed Brands Dunkin'

      This dataset contains Dunkin' locations from a licensed data source. Due to licensing restrictions, geometries are not available for this dataset, but users may run aggregation queries over it.

      • Geographic Coverage
        usa
        can
      • Geometry Types
        POINT
    • Licensed Brands Starbucks

      This dataset contains Starbucks locations from a licensed data source. Due to licensing restrictions, geometries are not available for this dataset, but users may run aggregation queries over it.

      • Geographic Coverage
        usa
        can
      • Geometry Types
        POINT
    • Licensed Brands Trader Joe's

      This dataset contains Trader Joe's locations from a licensed data source. Due to licensing restrictions, geometries are not available for this dataset, but users may run aggregation queries over it.

      • Geographic Coverage
        usa
        can
      • Geometry Types
        POINT
    • Licensed Brands Whole Foods

      This dataset contains Whole Foods locations from a licensed data source. Due to licensing restrictions, geometries are not available for this dataset, but users may run aggregation queries over it.

      • Geographic Coverage
        usa
        can
      • Geometry Types
        POINT
    • Licensed POIs Arcades

      This dataset contains Arcades points of interest from a licensed data source. Due to licensing restrictions, geometries are not available for this dataset, but users may run aggregation queries over it.

      • Geographic Coverage
        usa
        can
      • Geometry Types
        POINT
    • Licensed POIs Automotive

      This dataset contains Automotive points of interest from a licensed data source. Due to licensing restrictions, geometries are not available for this dataset, but users may run aggregation queries over it.

      • Geographic Coverage
        usa
        can
      • Geometry Types
        POINT
    • Licensed POIs Bakeries

      This dataset contains Bakeries points of interest from a licensed data source. Due to licensing restrictions, geometries are not available for this dataset, but users may run aggregation queries over it.

      • Geographic Coverage
        usa
        can
      • Geometry Types
        POINT
    • Licensed POIs Banks

      This dataset contains Banks points of interest from a licensed data source. Due to licensing restrictions, geometries are not available for this dataset, but users may run aggregation queries over it.

      • Geographic Coverage
        usa
        can
      • Geometry Types
        POINT
    • Licensed POIs Bars

      This dataset contains Bars points of interest from a licensed data source. Due to licensing restrictions, geometries are not available for this dataset, but users may run aggregation queries over it.

      • Geographic Coverage
        usa
        can
      • Geometry Types
        POINT
    • Licensed POIs Breweries

      This dataset contains Breweries points of interest from a licensed data source. Due to licensing restrictions, geometries are not available for this dataset, but users may run aggregation queries over it.

      • Geographic Coverage
        usa
        can
      • Geometry Types
        POINT
    • Licensed POIs Chemical

      This dataset contains Chemical points of interest from a licensed data source. Due to licensing restrictions, geometries are not available for this dataset, but users may run aggregation queries over it.

      • Geographic Coverage
        usa
        can
      • Geometry Types
        POINT
    • Licensed POIs Childcare

      This dataset contains Childcare points of interest from a licensed data source. Due to licensing restrictions, geometries are not available for this dataset, but users may run aggregation queries over it.

      • Geographic Coverage
        usa
        can
      • Geometry Types
        POINT
    • Licensed POIs Contractors

      This dataset contains Contractors points of interest from a licensed data source. Due to licensing restrictions, geometries are not available for this dataset, but users may run aggregation queries over it.

      • Geographic Coverage
        usa
        can
      • Geometry Types
        POINT
    • Licensed POIs Department Stores

      This dataset contains Department Stores points of interest from a licensed data source. Due to licensing restrictions, geometries are not available for this dataset, but users may run aggregation queries over it.

      • Geographic Coverage
        usa
        can
      • Geometry Types
        POINT
    • Licensed POIs Distilleries

      This dataset contains Distilleries points of interest from a licensed data source. Due to licensing restrictions, geometries are not available for this dataset, but users may run aggregation queries over it.

      • Geographic Coverage
        usa
        can
      • Geometry Types
        POINT
    • Licensed POIs Dry Cleaning

      This dataset contains Dry Cleaning points of interest from a licensed data source. Due to licensing restrictions, geometries are not available for this dataset, but users may run aggregation queries over it.

      • Geographic Coverage
        usa
        can
      • Geometry Types
        POINT
    • Licensed POIs Fast Food

      This dataset contains Fast Food points of interest from a licensed data source. Due to licensing restrictions, geometries are not available for this dataset, but users may run aggregation queries over it.

      • Geographic Coverage
        usa
        can
      • Geometry Types
        POINT
    • Licensed POIs Fire Stations

      This dataset contains Fire Stations points of interest from a licensed data source. Due to licensing restrictions, geometries are not available for this dataset, but users may run aggregation queries over it.

      • Geographic Coverage
        usa
        can
      • Geometry Types
        POINT
    • Licensed POIs Florists

      This dataset contains Florists points of interest from a licensed data source. Due to licensing restrictions, geometries are not available for this dataset, but users may run aggregation queries over it.

      • Geographic Coverage
        usa
        can
      • Geometry Types
        POINT
    • Licensed POIs Funeral Related

      This dataset contains Funeral Related points of interest from a licensed data source. Due to licensing restrictions, geometries are not available for this dataset, but users may run aggregation queries over it.

      • Geographic Coverage
        usa
        can
      • Geometry Types
        POINT
    • Licensed POIs Gambling

      This dataset contains Gambling points of interest from a licensed data source. Due to licensing restrictions, geometries are not available for this dataset, but users may run aggregation queries over it.

      • Geographic Coverage
        usa
        can
      • Geometry Types
        POINT
    • Licensed POIs Gas Stations

      This dataset contains Gas Stations points of interest from a licensed data source. Due to licensing restrictions, geometries are not available for this dataset, but users may run aggregation queries over it.

      • Geographic Coverage
        usa
        can
      • Geometry Types
        POINT
    • Licensed POIs Golf

      This dataset contains Golf points of interest from a licensed data source. Due to licensing restrictions, geometries are not available for this dataset, but users may run aggregation queries over it.

      • Geographic Coverage
        usa
        can
      • Geometry Types
        POINT
    • Licensed POIs Insurance

      This dataset contains Insurance points of interest from a licensed data source. Due to licensing restrictions, geometries are not available for this dataset, but users may run aggregation queries over it.

      • Geographic Coverage
        usa
        can
      • Geometry Types
        POINT
    • Licensed POIs Libraries

      This dataset contains Libraries points of interest from a licensed data source. Due to licensing restrictions, geometries are not available for this dataset, but users may run aggregation queries over it.

      • Geographic Coverage
        usa
        can
      • Geometry Types
        POINT
    • Licensed POIs Lodging

      This dataset contains Lodging points of interest from a licensed data source. Due to licensing restrictions, geometries are not available for this dataset, but users may run aggregation queries over it.

      • Geographic Coverage
        usa
        can
      • Geometry Types
        POINT
    • Licensed POIs Malls

      This dataset contains Malls points of interest from a licensed data source. Due to licensing restrictions, geometries are not available for this dataset, but users may run aggregation queries over it.

      • Geographic Coverage
        usa
        can
      • Geometry Types
        POINT
    • Licensed POIs Manufacturing

      This dataset contains Manufacturing points of interest from a licensed data source. Due to licensing restrictions, geometries are not available for this dataset, but users may run aggregation queries over it.

      • Geographic Coverage
        usa
        can
      • Geometry Types
        POINT
    • Licensed POIs Marinas

      This dataset contains Marinas points of interest from a licensed data source. Due to licensing restrictions, geometries are not available for this dataset, but users may run aggregation queries over it.

      • Geographic Coverage
        usa
        can
      • Geometry Types
        POINT
    • Licensed POIs Parks

      This dataset contains Parks points of interest from a licensed data source. Due to licensing restrictions, geometries are not available for this dataset, but users may run aggregation queries over it.

      • Geographic Coverage
        usa
        can
      • Geometry Types
        POINT
    • Licensed POIs Pharmacies

      This dataset contains Pharmacies points of interest from a licensed data source. Due to licensing restrictions, geometries are not available for this dataset, but users may run aggregation queries over it.

      • Geographic Coverage
        usa
        can
      • Geometry Types
        POINT
    • Licensed POIs Police Stations

      This dataset contains Police Stations points of interest from a licensed data source. Due to licensing restrictions, geometries are not available for this dataset, but users may run aggregation queries over it.

      • Geographic Coverage
        usa
        can
      • Geometry Types
        POINT
    • Licensed POIs Post Offices

      This dataset contains Post Offices points of interest from a licensed data source. Due to licensing restrictions, geometries are not available for this dataset, but users may run aggregation queries over it.

      • Geographic Coverage
        usa
        can
      • Geometry Types
        POINT
    • Licensed POIs Religious

      This dataset contains Religious points of interest from a licensed data source. Due to licensing restrictions, geometries are not available for this dataset, but users may run aggregation queries over it.

      • Geographic Coverage
        usa
        can
      • Geometry Types
        POINT
    • Licensed POIs Restaurants

      This dataset contains Restaurants points of interest from a licensed data source. Due to licensing restrictions, geometries are not available for this dataset, but users may run aggregation queries over it.

      • Geographic Coverage
        usa
        can
      • Geometry Types
        POINT
    • Licensed POIs RV Parks & Camps

      This dataset contains RV Parks & Camps points of interest from a licensed data source. Due to licensing restrictions, geometries are not available for this dataset, but users may run aggregation queries over it.

      • Geographic Coverage
        usa
        can
      • Geometry Types
        POINT
    • Licensed POIs Salon & Spa

      This dataset contains Salon & Spa points of interest from a licensed data source. Due to licensing restrictions, geometries are not available for this dataset, but users may run aggregation queries over it.

      • Geographic Coverage
        usa
        can
      • Geometry Types
        POINT
    • Licensed POIs Schools

      This dataset contains Schools points of interest from a licensed data source. Due to licensing restrictions, geometries are not available for this dataset, but users may run aggregation queries over it.

      • Geographic Coverage
        usa
        can
      • Geometry Types
        POINT
    • Licensed POIs Shops - Alcohol

      This dataset contains shops selling alcohol from a licensed data source. Due to licensing restrictions, geometries are not available for this dataset, but users may run aggregation queries over it.

      • Geographic Coverage
        usa
        can
      • Geometry Types
        POINT
    • Licensed POIs Shops - Books

      This dataset contains book shops points of interest from a licensed data source. Due to licensing restrictions, geometries are not available for this dataset, but users may run aggregation queries over it.

      • Geographic Coverage
        usa
        can
      • Geometry Types
        POINT
    • Licensed POIs Shops - Clothing

      This dataset contains clothing stores points of interest from a licensed data source. Due to licensing restrictions, geometries are not available for this dataset, but users may run aggregation queries over it.

      • Geographic Coverage
        usa
        can
      • Geometry Types
        POINT
    • Licensed POIs Shops - Convenience Stores

      This dataset contains Convenience Stores points of interest from a licensed data source. Due to licensing restrictions, geometries are not available for this dataset, but users may run aggregation queries over it.

      • Geographic Coverage
        usa
        can
      • Geometry Types
        POINT
    • Licensed POIs Shops - Dollar Stores

      This dataset contains Shops - Dollar Stores points of interest from a licensed data source. Due to licensing restrictions, geometries are not available for this dataset, but users may run aggregation queries over it.

      • Geographic Coverage
        usa
        can
      • Geometry Types
        POINT
    • Licensed POIs Shops - Grocery

      This dataset contains grocery shopping points of interest from a licensed data source. Due to licensing restrictions, geometries are not available for this dataset, but users may run aggregation queries over it.

      • Geographic Coverage
        usa
        can
      • Geometry Types
        POINT
    • Licensed POIs Shops - Hardware

      This dataset contains hardware stores from a licensed data source. Due to licensing restrictions, geometries are not available for this dataset, but users may run aggregation queries over it.

      • Geographic Coverage
        usa
        can
      • Geometry Types
        POINT
    • Licensed POIs Shops - Household Goods

      This dataset contains household goods stores (e.g. furniture, home centers, paint & wallpaper) from a licensed data source. Due to licensing restrictions, geometries are not available for this dataset, but users may run aggregation queries over it.

      • Geographic Coverage
        usa
        can
      • Geometry Types
        POINT
    • Licensed POIs Social Services

      This dataset contains Social Services points of interest from a licensed data source. Due to licensing restrictions, geometries are not available for this dataset, but users may run aggregation queries over it.

      • Geographic Coverage
        usa
        can
      • Geometry Types
        POINT
    • Licensed POIs Tax Prep

      This dataset contains Tax Prep points of interest from a licensed data source. Due to licensing restrictions, geometries are not available for this dataset, but users may run aggregation queries over it.

      • Geographic Coverage
        usa
        can
      • Geometry Types
        POINT
    • Licensed POIs Theme Parks

      This dataset contains Theme Park points of interest from a licensed data source. Due to licensing restrictions, geometries are not available for this dataset, but users may run aggregation queries over it.

      • Geographic Coverage
        usa
        can
      • Geometry Types
        POINT
    • Licensed POIs Warehouses

      This dataset contains Warehouses points of interest from a licensed data source. Due to licensing restrictions, geometries are not available for this dataset, but users may run aggregation queries over it.

      • Geographic Coverage
        usa
        can
      • Geometry Types
        POINT
    • Licensed POIs Waste Management

      This dataset contains Waste Management points of interest from a licensed data source. Due to licensing restrictions, geometries are not available for this dataset, but users may run aggregation queries over it.

      • Geographic Coverage
        usa
        can
      • Geometry Types
        POINT
    • Licensed POIs Wineries

      This dataset contains Wineries points of interest from a licensed data source. Due to licensing restrictions, geometries are not available for this dataset, but users may run aggregation queries over it.

      • Geographic Coverage
        usa
        can
      • Geometry Types
        POINT
    • NCES School Catchments

      This dataset contains 2015-2016 school-year data delineating school attendance boundaries. These data were collected and processed as part of the School Attendance Boundary Survey (SABS) project which was funded by NCES to create geography delineating sc…

      • Geometry Types
        MULTIPOLYGON
        POLYGON
    • NDMC Droughts

      The U.S. Drought Monitor is a map released every Thursday, showing parts of the U.S. that are in drought. The Drought Monitor has been a team effort since its inception in 1999, produced jointly by the National Drought Mitigation Center (NDMC) at the Uni…

      • Geographic Coverage
        usa
        usa:conus
        usa:ak
        usa:hi
      • Geometry Types
        MULTIPOLYGON
    • NOAA Hurricane Energy

      Cumulative wind energy from hurricanes as recorded by NOAA. The hurricane wind energy is approximated and aggregated per hexagon.

      • Geometry Types
        POLYGON
    • NOAA Tornado Energy

      Cumulative wind energy from tornados as recorded by NOAA/NWS. The tornado wind energy is approximated and aggregated per hexagon.

      • NY Times Voting Presidential 2020

        The Upshot (New York Times) scraped and standardized precinct-level 2020 U.S. Presidential election results to create a nationwide election map. This data does not have full coverage for every state (full details available at https://github.com/TheUpshot…

        • Geographic Coverage
          usa
        • Geometry Types
          GEOMETRYCOLLECTION
          MULTIPOLYGON
          POLYGON
      • OSM Animal Shelters

        This dataset contains animal shelters listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tag "amenity:animal_shelter". It includes a poi_type, a poi_name, and all other OSM tags as associated with the point (see https://…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Arts & Entertainment

        This dataset contains arts & entertainment points of interest listed in OpenStreetMap (OSM). Specifically, it includes OSM features having tags amenity:theatre or amenity:cinema or amenity:arts_centre or amenity:events_venue or `amenity:concert_h…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Automotive

        This dataset contains locations related to automotive services listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tags "shop:car_repair", "shop:automotive", "shop:auto_repair", "shop:auto_parts", "shop:auto_accessories", "sh…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Bakeries

        This dataset contains bakeries listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tags "amenity:bakery" or "shop:bakery". It includes a poi_type, a poi_name, and all other OSM tags as associated with the point (see https…

        • Geographic Coverage
          usa
        • Geometry Types
          POINT
          POLYGON
      • OSM Banks

        This dataset contains banks listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tags "amenity:bank" or "office:bank". It includes a poi_type, a poi_name, and all other OSM tags as associated with the point (see https://ta…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Bars

        This dataset contains bars listed in OpenStreetMap (OSM). Specifically, it includes OSM features having tags amenity:bar, amenity:pub, amenity:biergarten, or amenity:winery. It includes a poi_type, a poi_name, and all other OSM tags as associ…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Bicycle-Related

        This dataset contains bicycle stores and service locations listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tags "amenity:bicycle_rental", "amenity:bicycle_parking", "shop:bicycle" or "shop:bicycle_rental". It includes a `…

        • Geographic Coverage
          usa
        • Geometry Types
          POINT
          POLYGON
      • OSM Boat Ramps

        This dataset contains boat ramps listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tag "leisure:slipway". It includes a poi_type, a poi_name, and all other OSM tags as associated with the point (see https://taginfo.open…

        • Geographic Coverage
          usa
        • Geometry Types
          POINT
          POLYGON
      • OSM Campgrounds

        This dataset contains campgrounds and campsites points of interest listed in OpenStreetMap (OSM). Specifically, it includes OSM features having tags amenity:campground, tourism:camp_site, tourism:camp_pitch, or tourism:caravan_site. It includes a…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Cash

        This dataset contains locations to get cash listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tags "amenity:bureau_de_change" or "amenity:atm" or "shop:money_lender". It includes a poi_type, a poi_name, and all other…

        • Geographic Coverage
          usa
        • Geometry Types
          POINT
          POLYGON
      • OSM Childcare

        This dataset contains childcare locations listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tag "amenity:childcare". It includes a poi_type, a poi_name, and all other OSM tags as associated with the point (see https://t…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Coffee Shops

        This dataset contains coffee shops listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tag shop:coffee. It includes a poi_type, a poi_name, and all other OSM tags as associated with the point (see https://taginfo.openst…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Community Buildings

        This dataset contains community buildings listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tags "amenity:townhall", "amenity:community_centre", or "amenity:social_centre". It includes a poi_type, a poi_name, and all…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Courthouses

        This dataset contains courthouse locations listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tag "amenity:courthouse" or "amenity:court_house". It includes a poi_type, a poi_name, and all other OSM tags as associated wi…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Coworking

        This dataset contains co-working locations listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tags "amenity:coworking_space", "office:coworking_space", "office:coworking" or "amenity:coworking". It includes a poi_type, a `…

        • Geographic Coverage
          usa
        • Geometry Types
          POINT
          POLYGON
      • OSM Dentists

        This dataset contains dentist office locations listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tag "amenity:dentist". It includes a poi_type, a poi_name, and all other OSM tags as associated with the point (see https:…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Department Stores

        This dataset contains department store locations listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tag "shop:department_store". It includes a poi_type, a poi_name, and all other OSM tags as associated with the point (se…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Doctors

        This dataset contains doctors office locations listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tag "amenity:doctor", "amenity:clinic", "amenity:healthcare", "amenity:urgent_care", or "shop:optician". It includes a `poi_ty…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Dog Parks

        This dataset contains dog parks listed in OpenStreetMap (OSM). Specifically, it includes OSM features having tags leisure:dog_park. It includes a poi_type, a poi_name, and all other OSM tags as associated with the point (see https://taginfo.openstr…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Dry Cleaning

        This dataset contains dry cleaner locations listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tags "shop:dry_cleaning", "shop:dry_cleaner", "shop:dry_cleaners", or "amenity:dry_cleaner". It includes a poi_type, a `poi_nam…

        • Geographic Coverage
          usa
        • Geometry Types
          POINT
          POLYGON
      • OSM Family Entertainment

        This dataset contains family entertainment points of interest listed in OpenStreetMap (OSM). Specifically, it includes OSM features having tags leisure:waterpark, tourism:theme_park, leisure:miniature_golf, leisure:trampoline_park, `leisure:amuse…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Farmers Markets

        This dataset contains farmers' markets listed in OpenStreetMap (OSM). Specifically, it includes OSM features having tags shop:farm or amenity:marketplace. It includes a poi_type, a poi_name, and all other OSM tags as associated with the point (se…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Fire Stations

        This dataset contains fire stations listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tag "amenity:fire_station". It includes a poi_type, a poi_name, and all other OSM tags as associated with the point (see https://tagi…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Fitness

        This dataset contains gym and fitness center locations listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tag "amenity:gym", "leisure:fitness_centre", "leisure:sports_centre", "leisure:fitness_studio" or "amenity:climbing_gy…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Funeral Related

        This dataset contains funeral home and crematorium locations listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tags "shop:funeral_directors", "shop:funeral_home", "amenity:crematorium", "amenity:funeral_directors", "amenity…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Gambling

        This dataset contains gambling-related locations listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tags "amenity:casino", "amenity:gambling", or "leisure:racetrack". It includes a poi_type, a poi_name, and all other OSM…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Gas Stations

        This dataset contains gas stations listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tags "amenity:fuel" or "amenity:gas". It includes a poi_type, a poi_name, and all other OSM tags as associated with the point (see htt…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Golf

        This dataset contains golf and miniature golf courses listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tags "leisure:golf_course" or "leisure:miniature_golf". It includes a poi_type, a poi_name, and all other OSM tags …

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Graveyards

        This dataset contains graveyards listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tags "amenity:grave_yard" or "amenity:cemetery". It includes a poi_type, a poi_name, and all other OSM tags as associated with the point…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Higher Education

        This dataset contains higher education locations listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tags "amenity:college" or "amenity:university" or "amenity:research_institute" or "amenity:trade_school". It includes a `poi…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Hospitals

        This dataset contains hospitals listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tags "amenity:hospital". It includes a poi_type, a poi_name, and all other OSM tags as associated with the point (see https://taginfo.ope…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Hunting Fishing

        This dataset contains hunting- and fishing-related locations listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tags "leisure:fishing" or "leisure:shooting_ground" or "amenity:hunting_stand" or "leisure:fishing_hole". It inc…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Laundromats

        This dataset contains laundromats listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tags "shop:laundry". It includes a poi_type, a poi_name, and all other OSM tags as associated with the point (see https://taginfo.opens…

        • Geographic Coverage
          usa
        • Geometry Types
          POINT
          POLYGON
      • OSM Libraries

        This dataset contains libraries listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tag amenity:library. It includes a poi_type, a poi_name, and all other OSM tags as associated with the point (see https://taginfo.opens…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Lodging

        This dataset contains lodging options listed in OpenStreetMap (OSM). Specifically, it includes OSM features having tags tourism:hotel, tourism:motel, tourism:guest_house, tourism:chalet, tourism:hostel, or tourism:bed_and_breakfast. It includ…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Malls

        This dataset contains shopping malls listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tag "shop:mall". It includes a poi_type, a poi_name, and all other OSM tags as associated with the point (see https://taginfo.openst…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Marinas

        This dataset contains marinas listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tag "leisure:marina". It includes a poi_type, a poi_name, and all other OSM tags as associated with the point (see https://taginfo.openstre…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Nightclubs

        This dataset contains nightclubs and stripclubs listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tags "amenity:nightclub" and "amenity:stripclub". It includes a poi_type, a poi_name, and all other OSM tags as associate…

        • Geographic Coverage
          usa
        • Geometry Types
          POINT
          POLYGON
      • OSM Nursing Homes

        This dataset contains nursing homes listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tag "amenity:nursing_home". It includes a poi_type, a poi_name, and all other OSM tags as associated with the point (see https://tagi…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Parking

        This dataset contains auto, motorcycle, and bicycle parking locations listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tags "amenity:parking", "amenity:parking_entrance", "amenity:bicycle_parking", "amenity:parking_space",…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Parks

        This dataset contains parks listed in OpenStreetMap (OSM). Specifically, it includes OSM features having tags amenity:park, leisure:park, leisure:nature_reserve, or boundary:national_park. It includes a poi_type, a poi_name, and all other OSM…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Pharmacies

        This dataset contains pharmacies listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tag "amenity:pharmacy". It includes a poi_type, a poi_name, and all other OSM tags as associated with the point (see https://taginfo.ope…

        • Geographic Coverage
          usa
        • Geometry Types
          POINT
          POLYGON
      • OSM Places of Worship

        This dataset contains places of worship listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tag "amenity:place_of_worship" or "amenity:monastery". It includes a poi_type, a poi_name, and all other OSM tags as associated w…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Playgrounds

        This dataset contains playgrounds listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tags leisure:playground, amenity:playground, leisure:indoor_play, or leisure:natural_play_area. It includes a poi_type, a `poi_na…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Police Stations

        This dataset contains police stations listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tag "amenity:police". It includes a poi_type, a poi_name, and all other OSM tags as associated with the point (see https://taginfo.…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Pools

        This dataset contains swimming pools listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tag "leisure:swimming_pool". It includes a poi_type, a poi_name, and all other OSM tags as associated with the point (see https://ta…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Post Offices

        This dataset contains post offices listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tag "amenity:post_office". It includes a poi_type, a poi_name, and all other OSM tags as associated with the point (see https://taginf…

        • Geographic Coverage
          usa
        • Geometry Types
          POINT
          POLYGON
      • OSM Quick Money

        This dataset contains quick money locations listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tags "shop:pawnbroker", "shop:money_lender", or "office:bail_bond_agent". It includes a poi_type, a poi_name, and all other O…

        • Geographic Coverage
          usa
        • Geometry Types
          POINT
          POLYGON
      • OSM Restaurants

        This dataset contains restaurants listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tags amenity:restaurant or amenity:cafe or amenity:fast_food or amenity:pub or amenity:food_court or amenity:bbq or `amenity:bi…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Rest Stops

        This dataset contains rest stops listed in OpenStreetMap (OSM). Specifically, it includes OSM features having tags highway:rest_area, highway:services, or tourism:picnic_site. It includes a poi_type, a poi_name, and all other OSM tags as associ…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Roads

        This dataset contains roads suitable for travel by motorized vehicles, bicycles, or pedestrians as listed in OpenStreetMap (OSM). Specifically, it includes OSM features with tags highway=* or cycleway=* or footway=*. (See https://wiki.openstreetmap…

        • Geometry Types
          LINESTRING
          MULTILINESTRING
          MULTIPOLYGON
          POLYGON
      • OSM Schools

        This dataset contains elementary, secondary, and specialty schools listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tags "amenity:school", "amenity:kindergarten", "amenity:prep_school", "amenity:music_school", "amenity:lan…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Shops - Alcohol

        This dataset contains alcohol shop locations listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tags "shop:alcohol", "shop:wine", or "shop:beverages". It includes a poi_type, a poi_name, and all other OSM tags as associa…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Shops - Antiques

        This dataset contains antique shops listed in OpenStreetMap (OSM). Specifically, it includes OSM features having tags shop:antiques or shop:sports_collectibles. It includes a poi_type, a poi_name, and all other OSM tags as associated with the poi…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Shops - Art

        This dataset contains art shops listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tag shop:art. It includes a poi_type, a poi_name, and all other OSM tags as associated with the point (see https://taginfo.openstreetma…

        • Geographic Coverage
          usa
        • Geometry Types
          POINT
          POLYGON
      • OSM Shops - Books

        This dataset contains books shop locations listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tag "shop:books". It includes a poi_type, a poi_name, and all other OSM tags as associated with the point (see https://taginfo…

        • Geographic Coverage
          usa
        • Geometry Types
          POINT
          POLYGON
      • OSM Shops - Cannabis

        This dataset contains cannabis shop locations listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tags "shop:cannabis" or "shop:dispensary". It includes a poi_type, a poi_name, and all other OSM tags as associated with th…

        • Geographic Coverage
          usa
        • Geometry Types
          POINT
          POLYGON
      • OSM Shops - Clothing

        This dataset contains clothing and shoe shop locations listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tags "shop:clothes", "shop:shoes", or "shop:boutique". It includes a poi_type, a poi_name, and all other OSM tags …

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Shops - Convenience

        This dataset contains convenience store locations listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tag "shop:convenience". It includes a poi_type, a poi_name, and all other OSM tags as associated with the point (see ht…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Shops - Crafts

        This dataset contains craft store locations listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tags "shop:crafts", "shop:craft", "shop:fabric", "shop:art", or "shop:framing". It includes a poi_type, a poi_name, and all o…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Shops - Electronics

        This dataset contains electronics store locations listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tag "shop:electronics". It includes a poi_type, a poi_name, and all other OSM tags as associated with the point (see ht…

        • Geographic Coverage
          usa
        • Geometry Types
          POINT
          POLYGON
      • OSM Shops - Florist

        This dataset contains florist shop locations listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tag "shop:florist". It includes a poi_type, a poi_name, and all other OSM tags as associated with the point (see https://tag…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Shop Gifts

        This dataset contains gift shops listed in OpenStreetMap (OSM). Specifically, it includes OSM features having tags shop:gift or shop:florist. It includes a poi_type, a poi_name, and all other OSM tags as associated with the point (see https://tag…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Shops - Grocery

        This dataset contains grocery store locations listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tags "shop:supermarket", "shop:deli", or "shop:greengrocer". It includes a poi_type, a poi_name, and all other OSM tags as …

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Shops - Hardware

        This dataset contains hardware shop locations listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tag "shop:hardware" or "shop:doityourself". It includes a poi_type, a poi_name, and all other OSM tags as associated with t…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Shops - Household Goods

        This dataset contains household goods store locations listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tags "shop:furniture", "shop:houseware", "shop:garden_centre", "shop:interior_decoration", "shop:kitchen", "shop:carpet…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Shops - Jewelry

        This dataset contains jewelry shop locations listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tag "shop:jewelry". It includes a poi_type, a poi_name, and all other OSM tags as associated with the point (see https://tag…

        • Geographic Coverage
          usa
        • Geometry Types
          POINT
          POLYGON
      • OSM Shops - Music

        This dataset contains music shop locations listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tag "shop:music" or "shop:musical_instrument". It includes a poi_type, a poi_name, and all other OSM tags as associated with t…

        • Geographic Coverage
          usa
        • Geometry Types
          POINT
          POLYGON
      • OSM Shops - Pets

        This dataset contains pet store and grooming locations listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tag "shop:pet" or "shop:pet_grooming". It includes a poi_type, a poi_name, and all other OSM tags as associated wi…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Shops - Seafood

        This dataset contains seafood shop locations listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tag "shop:seafood". It includes a poi_type, a poi_name, and all other OSM tags as associated with the point (see https://tag…

        • Geographic Coverage
          usa
        • Geometry Types
          POINT
          POLYGON
      • OSM Shops - Sweets

        This dataset contains ice cream and confectionery shops listed in OpenStreetMap (OSM). Specifically, it includes OSM features having tags amenity:ice_cream or shop:ice_cream or shop:confectionery or shop:confectionary or amenity:confectionery o…

        • Geographic Coverage
          usa
        • Geometry Types
          POINT
          POLYGON
      • OSM Shops - Toys

        This dataset contains toy shop locations listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tag "shop:toys". It includes a poi_type, a poi_name, and all other OSM tags as associated with the point (see https://taginfo.op…

        • Geographic Coverage
          usa
        • Geometry Types
          POINT
          POLYGON
      • OSM Sightseeing

        This dataset contains sightseeing points of interest listed in OpenStreetMap (OSM). Specifically, it includes OSM features having tags tourism:information, tourism:artwork, tourism:attraction, tourism:viewpoint, tourism:museum, tourism:zoo, t…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Social Services

        This dataset contains social services locations (e.g. shelters, food banks, group homes) listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tag "amenity:shelter" or "amenity:social_facility". It includes a poi_type, a `poi…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Spas & Salons

        This dataset contains spa and salon locations listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tags "amenity:spa", "amenity:salon", "amenity:nail_salon", "shop:barber", "shop:hairdresser", "shop:beauty", "shop:cosmetics", …

        • Geographic Coverage
          usa
        • Geometry Types
          POINT
          POLYGON
      • OSM Stadiums

        This dataset contains stadium locations listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tag "leisure:stadium". It includes a poi_type, a poi_name, and all other OSM tags as associated with the point (see https://tagin…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Theme Parks

        This dataset contains theme park locations listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tag "leisure:water_park" or "tourism:theme_park". It includes a poi_type, a poi_name, and all other OSM tags as associated wit…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Veterinarians

        This dataset contains veterinarian locations listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tag "amenity:veterinary". It includes a poi_type, a poi_name, and all other OSM tags as associated with the point (see https…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Warehouses

        This dataset contains warehouse locations listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tag "industrial:warehouse". It includes a poi_type, a poi_name, and all other OSM tags as associated with the point (see https:…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Waste Management

        This dataset contains waste management locations listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tags "amenity:recycling", "amenity:waste_transfer_station", "amenity:sanitary_dump_station", "amenity:waste_disposal", or "i…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • OSM Wineries

        This dataset contains wineries listed in OpenStreetMap (OSM). Specifically, it includes OSM features having tags amenity:winery, landuse:vineyard, shop:winery, winery:* or (shop:alcohol and drink:wine=retail). It includes a poi_type, a `poi…

        • Geographic Coverage
          usa
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • U.S. Census 117th Congressional Districts

        This dataset represents the political boundaries for the U.S. 117th Congress which began on January 3, 2021. The official membership is current as of March 16, 2021.

        • Geometry Types
          MULTIPOLYGON
          POLYGON
      • U.S. Census Block Groups

        This dataset contains full-resolution U.S. census blockgroup boundaries, derived from TIGER/Line Shapefiles, the fully-supported, core geographic products from the US Census Bureau.

        These include information for the 50 states, the District of Columbia, …

        • Geometry Types
          MULTIPOLYGON
          POLYGON
      • U.S. Census Tracts

        This dataset contains full-resolution U.S. census tract boundaries, derived from TIGER/Line Shapefiles, the fully-supported, core geographic products from the US Census Bureau.

        These include information for the 50 states, the District of Columbia, Puert…

        • Geometry Types
          MULTIPOLYGON
          POLYGON
      • U.S. Census Zipcodes

        Full-resolution boundary zip code tabular areas (ZCTA), derived from the US Census Bureau's TIGER/Line Shapefiles. The dataset contains polygons that roughly approximate each of the USPS 5-digit zip codes.

        • Geometry Types
          MULTIPOLYGON
          POLYGON
      • USGS Fault Lines

        This database contains information on faults and associated folds in the United States that demonstrate geological evidence of coseismic surface deformation in large earthquakes during the past 1.6 million years (Myr). At the time the Quaternary Fault an…

        • Geometry Types
          LINESTRING
          MULTILINESTRING
      • USGS Seismic Hazard

        The 2014 update of the U.S. Geological Survey (USGS) National Seismic Hazard Model (NSHM) for the conterminous United States (2014 NSHM; Petersen and others, 2014; https://pubs.usgs.gov/of/2008/1128/) included probabilistic ground motion maps for 2 perce…

        • Geometry Types
          POLYGON
      • WFIGS Current Wildfires

        The Wildland Fire Interagency Geospatial Services (WFIGS) Group provides authoritative geospatial data products under the interagency Wildland Fire Data Program.

        This dataset contains all wildland fire incidents from the IRWIN (Integrated Reporting of W…

        • Geographic Coverage
          usa:conus
          usa:ak
        • Geometry Types
          MULTIPOLYGON
          POINT
          POLYGON
      • Who's on First Boundaries

        This dataset contains administrative and cultural boundaries located in the United States. It includes place types region (i.e. state), county, locality (i.e. town/city), macrohood (e.g. East Los Angeles), neighbourhood, and borough (e.g The …

        • Geographic Coverage
          usa
        • Geometry Types
          GEOMETRYCOLLECTION
          MULTIPOLYGON
          POLYGON