Datasets

  • Zillow Neighborhoods

    This dataset depicts roughly 17k neighborhood boundaries in over 650 U.S. cities. Zillow created the neighborhood boundaries in 2017 and is sharing them with the public under a Creative Commons license. Note that neighborhood boundaries are not formal ge…

    • Geographic Coverage
      usa
    • 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.

    • Geographic Coverage
      usa
      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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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
  • 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 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 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
  • 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

    • Geographic Coverage
      usa
    • Geometry Types
      LINESTRING
      MULTILINESTRING
      MULTIPOLYGON
      POLYGON
  • 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…

    • Geographic Coverage
      usa:conus
    • Geometry Types
      POLYGON
  • OSM Beaches

    This dataset contains beaches listed in OpenStreetMap (OSM). Specifically, it includes OSM features having the tag "natural:beach" or "leisure:beach". 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 Water Features

    This global dataset contains features for most coastline, rivers, lakes, canals, and reservoirs.

    • Geographic Coverage
      world
      can
      mex
      grl
      usa
    • Geometry Types
      LINESTRING
      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…

    • Geographic Coverage
      usa
      usa:pr
    • 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, …

    • Geographic Coverage
      usa
      usa:pr
    • Geometry Types
      MULTIPOLYGON
      POLYGON
  • 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
  • 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…

    • Geographic Coverage
      usa
      usa:gu
      usa:pr
      usa:territories
      usa:vi
    • Geometry Types
      MULTIPOLYGON
      POLYGON
  • 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.

    • Geographic Coverage
      usa
      usa:pr
    • Geometry Types
      POINT
  • 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
  • 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
  • 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…

    • Geographic Coverage
      usa
      can
      mex
    • Geometry Types
      POINT
  • USGS Protected Areas

    This dataset includes everything from the U.S. Geological Survey's PAD-US project. PAD-US is America’s official national inventory of U.S. terrestrial and marine protected areas that are dedicated to the preservation of biological diversity and to other …

    • Geographic Coverage
      usa
      usa:territories
      usa:minor_outlying_islands
    • Geometry Types
      MULTIPOLYGON
      POLYGON
  • USGS Agricultural Areas

    This dataset includes all agricultural areas from the U.S. Geological Survey's PAD-US project, specifically where 'designation_type_standardized' is one of: 'Agricultural Easement' or 'Private Agricultural'. You can read more about the PAD-US project her…

    • Geographic Coverage
      usa
      usa:territories
      usa:minor_outlying_islands
    • Geometry Types
      MULTIPOLYGON
      POLYGON
  • USGS Historical and Cultural Areas

    This dataset includes all historical and cultural areas from the U.S. Geological Survey's PAD-US project, specifically where 'designation_type_standardized' is one of: 'Historic or Cultural Area', 'Historic or Cultural Easement', 'Local Historic or Cultu…

    • Geographic Coverage
      usa
      usa:territories
      usa:minor_outlying_islands
    • Geometry Types
      MULTIPOLYGON
      POLYGON
  • USGS Scenic Areas

    This dataset includes all scenic areas from the U.S. Geological Survey's PAD-US project, specifically where 'designation_type_standardized' is one of: 'National Scenic or Historic Trail', 'National Scenic, Botanical or Volcanic Area', or 'Wild and Scenic…

    • Geographic Coverage
      usa
      usa:territories
      usa:minor_outlying_islands
    • Geometry Types
      MULTIPOLYGON
      POLYGON
  • USGS Research Areas

    This dataset includes all research areas from the U.S. Geological Survey's PAD-US project, specifically where 'designation_type_standardized' is one of: 'Research Natural Area', 'Research or Educational Area', or 'Wilderness Study Area'. Note: Many prote…

    • Geographic Coverage
      usa
      usa:territories
      usa:minor_outlying_islands
    • Geometry Types
      MULTIPOLYGON
      POLYGON
  • USGS Parks

    This dataset includes all park areas from the U.S. Geological Survey's PAD-US project, specifically where 'designation_type_standardized' is one of: 'Local Park', 'State Park', 'National Park', 'Private Park', or 'National Forest'. You can read more abou…

    • Geographic Coverage
      usa
      usa:territories
      usa:minor_outlying_islands
    • Geometry Types
      MULTIPOLYGON
      POLYGON
  • USGS Recreational and Educational Areas

    This dataset includes all recreational and educational areas from the U.S. Geological Survey's PAD-US project, specifically where 'designation_type_standardized' is one of: 'Local Recreation Area', 'State Recreation Area', 'National Recreation Area', 'Pr…

    • Geographic Coverage
      usa
      usa:territories
      usa:minor_outlying_islands
    • Geometry Types
      MULTIPOLYGON
      POLYGON
  • 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…

    • Geographic Coverage
      usa
    • Geometry Types
      MULTIPOLYGON
      POLYGON
  • 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
  • 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…

    • Geographic Coverage
      usa
      usa:pr
      usa:vi
    • Geometry Types
      POINT
  • 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.

    • Geographic Coverage
      usa
      usa:pr
    • Geometry Types
      POINT
  • PurpleAir Air Quality

    PurpleAir is a company that sells internet-connected pollution sensors that use laser particle counters to provide an accurate and low-cost way to measure smoke, dust, and other particulate air pollution. This global dataset, which we refresh 4x daily (a…

    • Geographic Coverage
      world
      usa
      can
      mex
    • Geometry Types
      POINT
  • NOAA Hurricane Energy

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

    • Geographic Coverage
      usa:conus
      usa:pr
      usa:vi
    • Geometry Types
      POLYGON
  • Facebook High Resolution Population Density

    This dataset contains high-resolution population estimates for the number of people living in ~30-meter grid tiles in the United States. Facebook, in partnership with the Center for International Earth Science Information Network (CIESIN) at Columbia Uni…

    • Geographic Coverage
      usa
    • Geometry Types
      POINT
  • NREL Alternative Fueling Stations

    The data in the Alternative Fueling Station dataset are gathered and verified through a variety of methods. The National Renewable Energy Laboratory (NREL) obtains information about new stations from trade media, Clean Cities coordinators, the Submit New…

    • Geographic Coverage
      usa
      can
    • Geometry Types
      POINT
  • NREL Biodiesel Fueling Stations

    The data in the Alternative Fueling Station dataset are gathered and verified through a variety of methods. The National Renewable Energy Laboratory (NREL) obtains information about new stations from trade media, Clean Cities coordinators, the Submit New…

    • Geographic Coverage
      usa
      can
    • Geometry Types
      POINT
  • NREL Compressed Natural Gas Fueling Stations

    The data in the Alternative Fueling Station dataset are gathered and verified through a variety of methods. The National Renewable Energy Laboratory (NREL) obtains information about new stations from trade media, Clean Cities coordinators, the Submit New…

    • Geographic Coverage
      usa
      can
    • Geometry Types
      POINT
  • NREL Electric Vehicle Charging Stations

    The data in the Alternative Fueling Station dataset are gathered and verified through a variety of methods. The National Renewable Energy Laboratory (NREL) obtains information about new stations from trade media, Clean Cities coordinators, the Submit New…

    • Geographic Coverage
      usa
      can
    • Geometry Types
      POINT
  • NREL Ethanol Fueling Stations

    The data in the Alternative Fueling Station dataset are gathered and verified through a variety of methods. The National Renewable Energy Laboratory (NREL) obtains information about new stations from trade media, Clean Cities coordinators, the Submit New…

    • Geographic Coverage
      usa
      can
    • Geometry Types
      POINT
  • NREL Hydrogen Fueling Stations

    The data in the Alternative Fueling Station dataset are gathered and verified through a variety of methods. The National Renewable Energy Laboratory (NREL) obtains information about new stations from trade media, Clean Cities coordinators, the Submit New…

    • Geographic Coverage
      usa
      can
    • Geometry Types
      POINT
  • NREL Liquefied Natural Gas Fueling Stations

    The data in the Alternative Fueling Station dataset are gathered and verified through a variety of methods. The National Renewable Energy Laboratory (NREL) obtains information about new stations from trade media, Clean Cities coordinators, the Submit New…

    • Geographic Coverage
      usa
      can
    • Geometry Types
      POINT
  • NREL Propane Fueling Stations

    The data in the Alternative Fueling Station dataset are gathered and verified through a variety of methods. The National Renewable Energy Laboratory (NREL) obtains information about new stations from trade media, Clean Cities coordinators, the Submit New…

    • Geographic Coverage
      usa
      can
    • Geometry Types
      POINT
  • 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:hi
    • Geometry Types
      POINT
  • 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
  • IMLS Public Libraries

    Public libraries represent libraries participating in the Institute of Museum and Library Sciences Public Library Survey during Fiscal Year 2019. Library locations are represented as point locations corresponding to the library address.

    • Geographic Coverage
      usa
    • Geometry Types
      POINT
  • 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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
  • 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 - 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 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 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 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
  • 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…

    • Geographic Coverage
      usa
    • Geometry Types
      LINESTRING
      MULTILINESTRING
  • 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.

    • Geographic Coverage
      usa
    • Geometry Types
      MULTIPOLYGON
      POLYGON