This dataset contains point locations for 2020-2021 public and postsecondary schools and 2019-2020 private schools in the United States as collected by the U.S. Department of Education's National Center for Education Statistics (NCES). Public school data…

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…

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…

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 ZCTA-level ACS data pertaining to demographic characteris…

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…

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…

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…

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…

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 ZCTA-level ACS data pertaining to housing characte…

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 …

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…

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…

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…

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 ZCTA-level ACS data pertaining to commuting characteristi…

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…

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 …

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…

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…

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 ZCTA-level data pertaining to economic characteristic…

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…

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…

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…

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…

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 ZCTA-level ACS data pertaining to social characteristics …

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…

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…

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…

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…

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…

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…

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…

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…

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…

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…

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…

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…

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…

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…

This feature class/shapefile is for the Homeland Infrastructure Foundation Level Database (HIFLD) https://gii.dhs.gov/HIFLD as well as the Energy modelling and simulation community.Data source:Oak Ridge National Laboratory (ORNL) Data and details are hos…

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

This dataset contains estimated highway access points as recorded in Open Street Map (OSM). It includes points where roads tagged as highway=motorway_link intersect smaller roads (segments tagged as highway=trunk or highway=primary). We also includ…

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…

This dataset contains 'Energy Communities' as defined by the Inflation Reduction Act (IRA) of 2022. This law specifies that energy communities are those that satisfy at least one of three criteria: (1) the area is a brownfield (pollution-contaminated lan…

Land use data from NJ Dept. of Environmental Protection Bureau of GIS.

Beach access point data from NJ Dept. of Environmental Protection Bureau of GIS.

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.

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…

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…

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…

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…

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…

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…

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…

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…

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…

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…

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…

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…

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…

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…

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…

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…

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…

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…

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…

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://…

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…

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…

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…

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 `…

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…

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…

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…

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…

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…

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 `…

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:…

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…

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…

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…

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…

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…

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…

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…

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 …

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…

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…

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…

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…

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…

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…

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…

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",…

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…

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…

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.…

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…

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…

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…

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…

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…

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…

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…

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…

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 …

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…

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…

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…

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…

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 …

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…

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…

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…

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…

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…

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…

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…

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…

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", …

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…

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…

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…

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:…

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…

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…

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…

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

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…

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…

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…

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…

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…

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…

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…

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…

This vector analysis of the Protected Areas Database of the United States (PAD-US) was created to provide land managers and decision makers with a general summary of management for biodiversity protection, natural resource management, and recreation acce…

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.

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 …

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…

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…

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, …

These data identify operable electric generating plants in the United States by energy source. Operable electric generating plants in the United States by energy source includes all plants with a combined nameplate capacity of 1 megawatt or more that are…

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.

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…

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…

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…

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.

This feature class/shapefile is for the Homeland Infrastructure Foundation Level Database (HIFLD) https://gii.dhs.gov/HIFLD as well as the Energy modelling and simulation community.This feature class/shapefile represents electric power substations primar…

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…

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…

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…

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…

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:…

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…