2 Quick Ways to get Data for GIS Learning Projects

Data is the backbone of GIS projects. Quality of data defines the success of the GIS projects. Geo spatial data geocode data of any spatial entity. There are various ways to collect geospatial data.

In general, GIS projects are designed to solve geographical problems. So, stakeholders do serious planning before initiating any GIS project for precise results. At each startup of a geographical project, teams define all standards of data. It empowers the process towards better outputs.

What is data for GIS?

Data is a feed to GIS Analytics tools to resolve any spatial related problem.

Today, data is a buzzword. Data is the next oil. Data is a fuel to run the world. Similar statements floating around the internet, showing the data importance in many ways.

In fact, GIS is not only accepting data with spatial aspects as well as all types of data too. It is the beauty of GIS Applications.

How many types of data generally?

We can divide data into qualitative and quantitative levels.

At a qualitative level we divide data into Nominal and Ordinal Categories.

And at a quantitative level we divide data into discrete and continuous data types.

We are not going to discuss all core data types in detail.

What type of data is used in GIS projects?

Spatial data divides into following categories

Vector Data:
This type of data uses X and Y coordinates systems. Vector data consists of points , lines and polygons.
Point : Point is a mark on a plain which can be located by X and Y coordinates.
Line: Line or polyline is the combination of more than one point on a plain connecting each with open ends.
Polygon: Polygon is a closed entity consisting of many points connected to each other.
Raster Data:
Raster data is grid Structure Data with a number of matrix definitions.
Examples of Raster Data
Satellite Images
Aerial Images
Photographs
Scanned Maps etc.
Attribute Data / Non Spatial Data:
Attribute Data is all about areas of interest on the globe. We can say that landmarks on earth or space have millions of attributes. But we select only the most interesting attributes for particular purposes.
Metadata:
In simple word, it is a guide to available data. Metadata is data about data. This data empowers the quality of available data.

What are the sources of data collection for GIS?

What are the sources of data collection for GIS? Data sources are divided into two categories as well.

Primary Data Sources
Secondary Data Sources

Primary Data Sources:

Primary Data Sources are Raster Data Capture and Vector Data Capture. Remote sensing is a technique. Remote sensing extracts physical, and biological properties of landmark objects, without physical contact.

Second type of primary data source is Vector Data Capture.

There are two main branches of vector data capture

Survey

ALTA / ACSM Survey
Boundary Survey
Construction Staking
Location Survey
Right-of-Way Survey
Topographic Survey

For further detail please visit.

LiDar

LiDar is relatively new technology. It uses laser scanning to produce accurate topographic prospects. However, it deploys under low altitude drones and aircrafts. LiDar contains a built-in navigation system and a differential GPS to identify precise geolocation.

Secondary Data Sources:

Secondary data sources divides into two categories

Raster Data Capture

Already available hardcopies scans through scanners. It is important, because it contains previous versions of available data.
In some cases, we have archived maps , aerial photographs, and images without georeferenced. So it is very beneficial to scan previous sheets for further digitization.

Vector Data Capture

In this process, technicians digitize vector data from scanned georeferenced map objects.

How to store GIS data?

GIS data stores in various file formats around the spatial industry. These file formats are specially designed by government mapping agencies and GIS developers. The well known government mapping agencies are USGS and National Geospatial Intelligence Agency. These formats encode data according to international standards.

Raster File Formats

IMG
JPEG2000 – Open Source Raster Format
MrSID – MultiResolution Seamless Image Database
ADRG – NGA’s Arc Digitized Raster Graphics
Binary File
ECW – Enhanced Compressed Wavelet from ERDAS Company.
ESRI Grid by ESRI
GeoTIFF
netCDF-CF – Format with CF metadata Conventions
RPF – Raster Product Format is also known as military file format.
Digital Raster Graphics
ECRG (It is also a National Geospatial Intelligence Agency Format)

Vector File Formats

shp – shapefile developed by ESRI
kml – Keyhole markup Language by OpenGIS.
AutoCAD DXF by Autodesk
Digital Line Graph DLG – USGS format for vector data
Cartesian Coordinate System – simple point cloud system
ESRI TIN by esri
GeoJSON – lightweight format based on JSON. It is an open source GIS package.
GeoMedia by Intergraph
Geography Markup Language GML by OpenGIS
ISFC – Intergraph Microsoft Access Database
MapInfo Tab format – By MapInfo
Measure Map Pro Format – XML Based Data format store GIS Data
Spatialite – SQLite Spatial Extension
NTF – National Transfer Format by UK Ordnance Survey
Simple Features – Open Geospatial Consortium
SOSI – Used by all public exchange of Spatial Data in Norway
Spatial Data file – By MapGuide
Tiger – Topological Integrated Geographic Encoding and Referencing
VPF – Vector Product Format by NGA

Why do we need databases in GIS?

GIS has changed since the end of last century. Today you can say

Maps are Apps

In fact, databases are permanent storage of modern Mapping systems. It empowers the GIS system to store , reuse, manipulate and analyze data for mapping. The concept of dynamic mapping is simple maps backed with live data. This data can come from databases such as relational or non relational databases as well.

Free Data Sources

USGS Earth Explorer

Visit Earth Explorer

Earth Explorer is a state of the art data download system by USGS.

Earth Explorer provides user friendly GUI for data searching, viewing, and download.

Rate Score

GUI	⭐⭐⭐⭐
Easy to Use	⭐⭐⭐⭐
Data Availability	⭐⭐⭐
Data Variety	⭐⭐⭐⭐
Data Quality	⭐⭐⭐
Worldwide data	⭐⭐⭐⭐⭐
Data Details	⭐⭐⭐
Data Completeness	⭐⭐⭐
Constant Update	⭐⭐⭐⭐
Monthly Users	12.5M (Jan 2022)

Data Categories Available to Download on Earth Explorer

Aerial Imagery

ASAS
Aerial Photo Mosaics
Aircraft Scanners
Antarctic Flight Line Maps
Antarctic Single Frames
DOQ
High Resolution Orthoimagery
NAIP
NHAP
NAPP
PAO Image Gallery
SD NRCS Section Photos
SLAR
Space Acquired Photography

Download AVHRR

AVHRR Global 1K
AVHRR Composites
AVHRR Orbital Segments

CEOS Legacy

Cal/Val Reference Sites
- Calibration Sites
  - Instrumented Sites
  - Dome C, Antarctica
  - Dunhuang,China
  - Frenchman Flat, USA
  - Ivanpah Playa, USA
  - La Crau, France
  - Negev, Southern Israel
  - Railroad Valley Playa, USA
  - Tuz Golu, Turkey

PseudoInvariant Sites

Algeria 3
Algeria 5
Libya 1
Libya 4
Mauritania 1
Mauritania 2

Commercial Satellites

OrbView3
IKONOS2
SPOT
- SPOT 19861998 Historical
- SPOT CIB10

DeclassifiedData

Declass 1 1996
Declass 2 2002
Declass 2 2013
Digital Elevation
CoNED TBDEM
EDNA
GMTED2010
GTOPO30
GTOPO30 HYDRO 1K
IFSAR Alaska

SRTM

SRTM 1 ArcSecond Global
SRTM NonValid Filled
SRTM Void Filled
SRTM Water Body Data

Digital Line Graphs

DLG 1:100k
DLG Large Scale

Digital Maps

National Atlas

EO1

EO1 ALI
EO1 ALI Privileged
EO1 Hyperion

Global Fiducials

USGS Global Fiducials

HCMM

HCMM
HCMM Digital Source

ISERV

ISERV

Land Cover

GLCC
Land Cover Trends Photos

Landsat

Landsat C2 US Analysis Ready Data (ARD)
Landsat 49 C2 U.S ARD
Landsat Collection 2 Level2
Landsat 89 OLI/TIRS C2 L2
Landsat 7 ETM+ C2L2
Landsat 45 TM C2L2

Landsat Collection 2 Level1

Landsat 89 OLI/TIRS C2L1
Landsat 7 ETM+ C2L1
Landsat 45 TM C2 L1
Landsat 15 MSS C2 L1

Landsat C2 AtmosphericAuxiliary Data

ASTER GED C2 Subset
GEOS5 FPIT C2 Subset
- MERRA2 C2 SUBSET
MODIS Fused C2
NCEP/NCAR C2 SUBSET
TOMS C2 Subset

Landsat Collection 1

Landsat Collection 1 Level3
Dynamic Surface Water Extent
Fractional Snow Covered Area
Burned Area

Landsat C1 US Analysis Ready Data ARD

Landsat 48 US ARD
Landsat Collection 1 Level2 On demand
Landsat 8 OLI/TIRS C1 Level2
Landsat 7 ETM+ C1 Level2
Landsat 45 TM C1 Level2
Landsat Collection 1 Level1
Landsat 8 OLI/TIRS C1 Level1
Landsat 7 ETM+ C1 Level 1
Landsat 45 TM C1 Level1
Landsat 15 MSS C1 Level1

Landsat Legacy

Global Land Survey
GLS Lima Antarctica
LIMA Mosaics
ETM+ Pan Mosaics 19992003
TM Mosaics 19841997
ETM+ Pan 19992003
ETM+ 19992003
TM 19841997
MSS 15 19721987
Sys ETM+ L1G 19992003
MSS Film Only
RBV Film Only
TM Film Only

ESRI Open Data Hub

ESRI Open Data Hub is hub to download geospatial data. It makes easy to search and download all available datasets to geospatial community. It provides facility to filter subsets in a variety of data formats. It allows people to find spatial as well as non spatial data in tabular formats. It also provide facility to access data via APIs and you can connect data to your authoritative.
The organization who have subscription to ArcGIS Online, already have access to data. Best thing is, you can share this data, mix with your existing data and curating using workflows.
This platform provides facility to share you data to people. You can share you data to decision makers in geospatial community. As well as you can share maps or non spatial data in tabular excel sheets, pdfs and more to any field of people in need.

GUI	⭐⭐⭐⭐
Easy to Use	⭐⭐⭐⭐ ⭐
Data Availability	⭐⭐⭐⭐ ⭐
Data Variety	⭐⭐⭐⭐⭐
Data Quality	⭐⭐⭐⭐ ⭐
Worldwide data	⭐⭐⭐
Data Details	⭐⭐⭐⭐
Data Completeness	⭐⭐⭐ ⭐
Constant Update	⭐⭐⭐⭐
Monthly Users	60M (Jan 2022)

What data is available on Esri Open Data Hub?

Download Now

DataSet Topic	URL
Electric Vehicle Charging Station Energy Consumption	https://hub.arcgis.com/datasets/183adc24880b41c4be9fd6a14eb6165f_0
Tongass Landslide Areas (Feature Layer)	https://hub.arcgis.com/datasets/usfs::tongass-landslide-areas-feature-layer
Tongass Landslide Initiation (Feature Layer)	https://hub.arcgis.com/datasets/usfs::tongass-landslide-initiation-feature-layer
Deep-water azooxanthellate Scleractinia from Vanuatu, and Wallis and Futuna Islands	https://hub.arcgis.com/datasets/NIWA::deep-water-azooxanthellate-scleractinia-from-vanuatu-and-wallis-and-futuna-islands
Sizing ocean giants: intraspecific size variation in marine megafauna	https://hub.arcgis.com/datasets/NIWA::sizing-ocean-giants-intraspecific-size-variation-in-marine-megafauna
Ross Sea Biodiversity Survey 2004 (BioRoss)	https://hub.arcgis.com/datasets/NIWA::ross-sea-biodiversity-survey-2004-bioross
The ceratioid anglerfishes (Lophiiformes: Ceratioidei) of New Zealand	https://hub.arcgis.com/datasets/NIWA::the-ceratioid-anglerfishes-lophiiformes-ceratioidei-of-new-zealand
Muricidae (Mollusca: Gastropoda) from Fiji and Tonga	https://hub.arcgis.com/datasets/NIWA::muricidae-mollusca-gastropoda-from-fiji-and-tonga
Modern foraminifera in the New Zealand EEZ	https://hub.arcgis.com/datasets/NIWA::modern-foraminifera-in-the-new-zealand-eez
Geographic Distribution of a Coral Reef Fish (L. fulviflamma)	https://hub.arcgis.com/datasets/NIWA::geographic-distribution-of-a-coral-reef-fish-l-fulviflamma
Distribution of Hydrothermal Alvinocaridid Shrimps	https://hub.arcgis.com/datasets/NIWA::distribution-of-hydrothermal-alvinocaridid-shrimps
Xanthichthys greenei, a new species of triggerfish (Balistidae) from the Line Islands	https://hub.arcgis.com/datasets/NIWA::xanthichthys-greenei-a-new-species-of-triggerfish-balistidae-from-the-line-islands
Survey of algae, sponges, and ascidians, Fiji, 2007	https://hub.arcgis.com/datasets/NIWA::survey-of-algae-sponges-and-ascidians-fiji-2007
Marine Biological Data of the Soviet Antarctic Expedition (1955-1958)	https://hub.arcgis.com/datasets/NIWA::marine-biological-data-of-the-soviet-antarctic-expedition-1955-1958
Cnidaria Anthozoa: Azooxanthellate Scleractinia from the Philippine and Indonesian regions	https://hub.arcgis.com/datasets/NIWA::cnidaria-anthozoa-azooxanthellate-scleractinia-from-the-philippine-and-indonesian-regions
Rhodolith Beds in Northern New Zealand	https://hub.arcgis.com/datasets/NIWA::rhodolith-beds-in-northern-new-zealand
Distribution of surface phytoplankton between New Zealand and Antarctica, December 1957	https://hub.arcgis.com/datasets/NIWA::distribution-of-surface-phytoplankton-between-new-zealand-and-antarctica-december-1957
Amphiprion barberi, a new species of anemonefish (Pomacentridae) from Fiji, Tonga, and Samoa	https://hub.arcgis.com/datasets/NIWA::amphiprion-barberi-a-new-species-of-anemonefish-pomacentridae-from-fiji-tonga-and-samoa
Biota occurrence data from plankton surveys around New Zealand	https://hub.arcgis.com/datasets/NIWA::biota-occurrence-data-from-plankton-surveys-around-new-zealand
Biological observations from the Discovery Investigations 1925-1952	https://hub.arcgis.com/datasets/NIWA::biological-observations-from-the-discovery-investigations-1925-1952
2017 Fire Occurrence Locations	https://hub.arcgis.com/datasets/usfs::2017-fire-occurrence-locations
2015 Burned Area Boundaries	https://hub.arcgis.com/datasets/usfs::2015-burned-area-boundaries
2010 Fire Occurrence Locations	https://hub.arcgis.com/datasets/usfs::2010-fire-occurrence-locations-1
2008 Burned Area Boundaries	https://hub.arcgis.com/datasets/usfs::2008-burned-area-boundaries
2006 Fire Occurrence Locations	https://hub.arcgis.com/datasets/usfs::2006-fire-occurrence-locations-1
2005 Burned Area Boundaries	https://hub.arcgis.com/datasets/usfs::2005-burned-area-boundaries
2002 Fire Occurrence Locations	https://hub.arcgis.com/datasets/usfs::2002-fire-occurrence-locations-1
2000 Fire Occurrence Locations	https://hub.arcgis.com/datasets/usfs::2000-fire-occurrence-locations-1
2000 Burned Area Boundaries	https://hub.arcgis.com/datasets/usfs::2000-burned-area-boundaries
1999 Fire Occurrence Locations	https://hub.arcgis.com/datasets/usfs::1999-fire-occurrence-locations-1
1996 Fire Occurrence Locations	https://hub.arcgis.com/datasets/usfs::1996-fire-occurrence-locations-1
1993 Fire Occurrence Locations	https://hub.arcgis.com/datasets/usfs::1993-fire-occurrence-locations-1
1992 Burned Area Boundaries	https://hub.arcgis.com/datasets/usfs::1992-burned-area-boundaries
1990 Fire Occurrences Locations	https://hub.arcgis.com/datasets/usfs::1990-fire-occurrences-locations
1989 Burned Area Boundaries	https://hub.arcgis.com/datasets/usfs::1989-burned-area-boundaries
1985 Fire Occurrence Locations	https://hub.arcgis.com/datasets/usfs::1985-fire-occurrence-locations
Burned Area Boundaries (All Years)	https://hub.arcgis.com/datasets/usfs::burned-area-boundaries-all-years
2019 Burned Area Boundaries	https://hub.arcgis.com/datasets/usfs::2019-burned-area-boundaries
2014 Burned Area Boundaries	https://hub.arcgis.com/datasets/usfs::2014-burned-area-boundaries
2011 Fire Occurrence Locations	https://hub.arcgis.com/datasets/usfs::2011-fire-occurrence-locations-1
2007 Fire Occurrence Locations	https://hub.arcgis.com/datasets/usfs::2007-fire-occurrence-locations-1
2006 Burned Area Boundaries	https://hub.arcgis.com/datasets/usfs::2006-burned-area-boundaries
1997 Fire Occurrence Locations	https://hub.arcgis.com/datasets/usfs::1997-fire-occurrence-locations-1
1995 Burned Area Boundaries	https://hub.arcgis.com/datasets/usfs::1995-burned-area-boundaries
1994 Fire Occurrence Locations	https://hub.arcgis.com/datasets/usfs::1994-fire-occurrence-locations-1
1994 Burned Area Boundaries	https://hub.arcgis.com/datasets/usfs::1994-burned-area-boundaries
1991 Fire Occurrence Locations	https://hub.arcgis.com/datasets/usfs::1991-fire-occurrence-locations
1990 Burned Area Boundaries	https://hub.arcgis.com/datasets/usfs::1990-burned-area-boundaries
1988 Burned Area Boundaries	https://hub.arcgis.com/datasets/usfs::1988-burned-area-boundaries
1986 Burned Area Boundaries	https://hub.arcgis.com/datasets/usfs::1986-burned-area-boundaries
1985 Burned Area Boundaries	https://hub.arcgis.com/datasets/usfs::1985-burned-area-boundaries
2016 Fire Occurrence Locations	https://hub.arcgis.com/datasets/usfs::2016-fire-occurrence-locations
2014 Fire Occurrence Locations	https://hub.arcgis.com/datasets/usfs::2014-fire-occurrence-locations-1
2012 Fire Occurrence Locations	https://hub.arcgis.com/datasets/usfs::2012-fire-occurrence-locations-1
2010 Burned Area Boundaries	https://hub.arcgis.com/datasets/usfs::2010-burned-area-boundaries
2009 Fire Occurrence Locations	https://hub.arcgis.com/datasets/usfs::2009-fire-occurrence-locations-1
2009 Burned Area Boundaries	https://hub.arcgis.com/datasets/usfs::2009-burned-area-boundaries
2005 Fire Occurrence Locations	https://hub.arcgis.com/datasets/usfs::2005-fire-occurrence-locations-1
2003 Fire Occurrence Locations	https://hub.arcgis.com/datasets/usfs::2003-fire-occurrence-locations-1
2001 Burned Area Boundaries	https://hub.arcgis.com/datasets/usfs::2001-burned-area-boundaries
1998 Burned Area Boundaries	https://hub.arcgis.com/datasets/usfs::1998-burned-area-boundaries
1995 Fire Occurrence Locations	https://hub.arcgis.com/datasets/usfs::1995-fire-occurrence-locations-1
1991 Burned Area Boundaries	https://hub.arcgis.com/datasets/usfs::1991-burned-area-boundaries
1989 Fire Occurrence Locations	https://hub.arcgis.com/datasets/usfs::1989-fire-occurrence-locations
1987 Burned Area Boundaries	https://hub.arcgis.com/datasets/usfs::1987-burned-area-boundaries
1986 Fire Occurrence Locations	https://hub.arcgis.com/datasets/usfs::1986-fire-occurrence-locations
1984 Fire Occurrence Locations	https://hub.arcgis.com/datasets/usfs::1984-fire-occurrence-locations
1984 Burned Area Boundaries	https://hub.arcgis.com/datasets/usfs::1984-burned-area-boundaries
2020 Fire Occurrence Locations	https://hub.arcgis.com/datasets/usfs::2020-fire-occurrence-locations
2018 Fire Occurrence Locations	https://hub.arcgis.com/datasets/usfs::2018-fire-occurrence-locations
2018 Burned Area Boundaries	https://hub.arcgis.com/datasets/usfs::2018-burned-area-boundaries
2017 Burned Area Boundaries	https://hub.arcgis.com/datasets/usfs::2017-burned-area-boundaries
2016 Burned Area Boundaries	https://hub.arcgis.com/datasets/usfs::2016-burned-area-boundaries
2013 Burned Area Boundaries	https://hub.arcgis.com/datasets/usfs::2013-burned-area-boundaries
2012 Burned Area Boundaries	https://hub.arcgis.com/datasets/usfs::2012-burned-area-boundaries
2011 Burned Area Boundaries	https://hub.arcgis.com/datasets/usfs::2011-burned-area-boundaries
2008 Fire Occurrence Locations	https://hub.arcgis.com/datasets/usfs::2008-fire-occurrence-locations-1
2004 Fire Occurrence Locations	https://hub.arcgis.com/datasets/usfs::2004-fire-occurrence-locations-1
2002 Burned Area Boundaries	https://hub.arcgis.com/datasets/usfs::2002-burned-area-boundaries
1999 Burned Area Boundaries	https://hub.arcgis.com/datasets/usfs::1999-burned-area-boundaries
1987 Fire Occurrence Locations	https://hub.arcgis.com/datasets/usfs::1987-fire-occurrence-locations
Fire Occurrence Locations (All Years)	https://hub.arcgis.com/datasets/usfs::fire-occurrence-locations-all-years-1
2020 Burned Area Boundaries	https://hub.arcgis.com/datasets/usfs::2020-burned-area-boundaries
2015 Fire Occurrence Locations	https://hub.arcgis.com/datasets/usfs::2015-fire-occurrence-locations-1
2013 Fire Occurrence Locations	https://hub.arcgis.com/datasets/usfs::2013-fire-occurrence-locations-1
2007 Burned Area Boundaries	https://hub.arcgis.com/datasets/usfs::2007-burned-area-boundaries
2004 Burned Area Boundaries	https://hub.arcgis.com/datasets/usfs::2004-burned-area-boundaries
2003 Burned Area Boundaries	https://hub.arcgis.com/datasets/usfs::2003-burned-area-boundaries
2001 Fire Occurrence Locations	https://hub.arcgis.com/datasets/usfs::2001-fire-occurrence-locations-1
1998 Fire Occurrence Locations	https://hub.arcgis.com/datasets/usfs::1998-fire-occurrence-locations-1
1997 Burned Area Boundaries	https://hub.arcgis.com/datasets/usfs::1997-burned-area-boundaries
1996 Burned Area Boundaries	https://hub.arcgis.com/datasets/usfs::1996-burned-area-boundaries
1993 Burned Area Boundaries	https://hub.arcgis.com/datasets/usfs::1993-burned-area-boundaries
1992 Fire Occurrence Locations	https://hub.arcgis.com/datasets/usfs::1992-fire-occurrence-locations-1
1988 Fire Occurrence Locations	https://hub.arcgis.com/datasets/usfs::1988-fire-occurrence-locations
2019 Fire Occurrence Locations	https://hub.arcgis.com/datasets/usfs::2019-fire-occurrence-locations
Range Vegetation Improvement (Feature Layer)	https://hub.arcgis.com/datasets/usfs::range-vegetation-improvement-feature-layer
Adressen – Bonn	https://hub.arcgis.com/datasets/esri-de-content::adressen-bonn
Geopolitical Units adjusted within Administrative Forest Boundaries: Recording District (Feature Layer)	https://hub.arcgis.com/datasets/usfs::geopolitical-units-adjusted-within-administrative-forest-boundaries-recording-district-feature-layer
National Wilderness Areas	https://hub.arcgis.com/datasets/usfs::national-wilderness-areas
Bundeseinrichtungen – Bonn	https://hub.arcgis.com/datasets/esri-de-content::bundeseinrichtungen-bonn
Standorte der Stadtverwaltung – Bonn	https://hub.arcgis.com/datasets/esri-de-content::standorte-der-stadtverwaltung-bonn
SLUR – Selected Land Use Register	https://hub.arcgis.com/datasets/GWRC::slur-selected-land-use-register
Aerial Fire Retardant Avoidance Areas: Terrestrial	https://hub.arcgis.com/datasets/usfs::aerial-fire-retardant-avoidance-areas-terrestrial
Collaborative Forest Landscape Restoration Program: Point (Feature Layer)	https://hub.arcgis.com/datasets/usfs::collaborative-forest-landscape-restoration-program-point-feature-layer
Collaborative Forest Landscape Restoration Program: Line (Feature Layer)	https://hub.arcgis.com/datasets/usfs::collaborative-forest-landscape-restoration-program-line-feature-layer
Collaborative Forest Landscape Restoration Program: Polygon (Feature Layer)	https://hub.arcgis.com/datasets/usfs::collaborative-forest-landscape-restoration-program-polygon-feature-layer
Stormwater Best Management Practices (BMP’s)	https://hub.arcgis.com/datasets/Roanoke-Virginia::stormwater-best-management-practices-bmps
Stormwater Sub-Catchment Basins	https://hub.arcgis.com/datasets/bd08f0980cb446f48ab0c1c218bf8067_0
Food Tax Rebate	https://hub.arcgis.com/datasets/ffcec4457e64418d8d4c66560f59c117_0
OSMP Mammal Occurrence Checklist	https://hub.arcgis.com/datasets/bf38ca046eee4552b26fb3309652880b_0
Lead Safe Units	https://hub.arcgis.com/datasets/columbus::lead-safe-units
OSMP Funded Research Program	https://hub.arcgis.com/datasets/275477b1339e430185b873ecaf8b7339_0
Topographic Contours – 10 ft & 2 ft Download	https://hub.arcgis.com/datasets/AlexGIS::topographic-contours-10-ft-2-ft-download
OGA Field Production Points, PPRS (WGS84)	https://hub.arcgis.com/datasets/OGAUTHORITY::oga-field-production-points-pprs-wgs84
OGA Field Production, PPRS (WGS84)	https://hub.arcgis.com/datasets/OGAUTHORITY::oga-field-production-pprs-wgs84
Utah Riparian Areas	https://hub.arcgis.com/datasets/utah::utah-riparian-areas
Utah Address System Quadrants	https://hub.arcgis.com/datasets/utah::utah-address-system-quadrants
Utah Address Points	https://hub.arcgis.com/datasets/utah::utah-address-points
Utah Health Small Statistical Areas 2020	https://hub.arcgis.com/datasets/utah::utah-health-small-statistical-areas-2020
Utah Health Small Statistical Areas 2018	https://hub.arcgis.com/datasets/utah::utah-health-small-statistical-areas-2018
Utah Earthquake Epicenters Mining Induced 1928 to 2016	https://hub.arcgis.com/datasets/utah::utah-earthquake-epicenters-mining-induced-1928-to-2016
Utah Earthquake Epicenters 1850 to 2016	https://hub.arcgis.com/datasets/utah::utah-earthquake-epicenters-1850-to-2016
Utah Grazing Improvement Regions	https://hub.arcgis.com/datasets/utah::utah-grazing-improvement-regions
Utah DEQ Brownfields Targeted	https://hub.arcgis.com/datasets/utah::utah-deq-brownfields-targeted
Utah DEQ Brownfields Other	https://hub.arcgis.com/datasets/utah::utah-deq-brownfields-other
Utah NWS Forecast Zones	https://hub.arcgis.com/datasets/utah::utah-nws-forecast-zones
Utah Weber County Parcels LIR	https://hub.arcgis.com/datasets/utah::utah-weber-county-parcels-lir
Utah Weber County Parcels	https://hub.arcgis.com/datasets/utah::utah-weber-county-parcels
Utah Wayne County Parcels LIR	https://hub.arcgis.com/datasets/utah::utah-wayne-county-parcels-lir
Utah Wayne County Parcels	https://hub.arcgis.com/datasets/utah::utah-wayne-county-parcels
Utah Washington County Parcels LIR	https://hub.arcgis.com/datasets/utah::utah-washington-county-parcels-lir
Utah Washington County Parcels	https://hub.arcgis.com/datasets/utah::utah-washington-county-parcels
Utah Wasatch County Parcels LIR	https://hub.arcgis.com/datasets/utah::utah-wasatch-county-parcels-lir
Utah Wasatch County Parcels	https://hub.arcgis.com/datasets/utah::utah-wasatch-county-parcels
Utah Utah County Parcels LIR	https://hub.arcgis.com/datasets/utah::utah-utah-county-parcels-lir
Utah Utah County Parcels	https://hub.arcgis.com/datasets/utah::utah-utah-county-parcels
Utah Uintah County Parcels	https://hub.arcgis.com/datasets/utah::utah-uintah-county-parcels
Utah Tooele County Parcels LIR	https://hub.arcgis.com/datasets/utah::utah-tooele-county-parcels-lir
Utah Tooele County Parcels	https://hub.arcgis.com/datasets/utah::utah-tooele-county-parcels
Utah Summit County Parcels LIR	https://hub.arcgis.com/datasets/utah::utah-summit-county-parcels-lir
Utah Summit County Parcels	https://hub.arcgis.com/datasets/utah::utah-summit-county-parcels
Utah Sevier County Parcels LIR	https://hub.arcgis.com/datasets/utah::utah-sevier-county-parcels-lir
Utah Sevier County Parcels	https://hub.arcgis.com/datasets/utah::utah-sevier-county-parcels
Utah Sanpete County Parcels LIR	https://hub.arcgis.com/datasets/utah::utah-sanpete-county-parcels-lir
Utah Sanpete County Parcels	https://hub.arcgis.com/datasets/utah::utah-sanpete-county-parcels
Utah San Juan County Parcels LIR	https://hub.arcgis.com/datasets/utah::utah-san-juan-county-parcels-lir
Utah San Juan County Parcels	https://hub.arcgis.com/datasets/utah::utah-san-juan-county-parcels
Utah Salt Lake County Parcels LIR	https://hub.arcgis.com/datasets/utah::utah-salt-lake-county-parcels-lir
Utah Salt Lake County Parcels	https://hub.arcgis.com/datasets/utah::utah-salt-lake-county-parcels
Utah Davis County Parcels LIR	https://hub.arcgis.com/datasets/utah::utah-davis-county-parcels-lir
Utah Rich County Parcels LIR	https://hub.arcgis.com/datasets/utah::utah-rich-county-parcels-lir
Utah Rich County Parcels	https://hub.arcgis.com/datasets/utah::utah-rich-county-parcels
Utah Piute County Parcels	https://hub.arcgis.com/datasets/utah::utah-piute-county-parcels
Utah Morgan County Parcels LIR	https://hub.arcgis.com/datasets/utah::utah-morgan-county-parcels-lir
Utah Morgan County Parcels	https://hub.arcgis.com/datasets/utah::utah-morgan-county-parcels
Utah Millard County Parcels LIR	https://hub.arcgis.com/datasets/utah::utah-millard-county-parcels-lir
Utah Millard County Parcels	https://hub.arcgis.com/datasets/utah::utah-millard-county-parcels
Utah Kane County Parcels LIR	https://hub.arcgis.com/datasets/utah::utah-kane-county-parcels-lir
Utah Kane County Parcels	https://hub.arcgis.com/datasets/utah::utah-kane-county-parcels
Utah Juab County Parcels LIR	https://hub.arcgis.com/datasets/utah::utah-juab-county-parcels-lir
Utah Juab County Parcels	https://hub.arcgis.com/datasets/utah::utah-juab-county-parcels
Utah Iron County Parcels LIR	https://hub.arcgis.com/datasets/utah::utah-iron-county-parcels-lir
Utah Iron County Parcels	https://hub.arcgis.com/datasets/utah::utah-iron-county-parcels
Utah Grand County Parcels LIR	https://hub.arcgis.com/datasets/utah::utah-grand-county-parcels-lir
Utah Grand County Parcels	https://hub.arcgis.com/datasets/utah::utah-grand-county-parcels
Utah Garfield County Parcels LIR	https://hub.arcgis.com/datasets/utah::utah-garfield-county-parcels-lir
Utah Garfield County Parcels	https://hub.arcgis.com/datasets/utah::utah-garfield-county-parcels
Utah Emery County Parcels	https://hub.arcgis.com/datasets/utah::utah-emery-county-parcels
Utah Duchesne County Parcels LIR	https://hub.arcgis.com/datasets/utah::utah-duchesne-county-parcels-lir
Utah Duchesne County Parcels	https://hub.arcgis.com/datasets/utah::utah-duchesne-county-parcels
Utah Davis County Parcels	https://hub.arcgis.com/datasets/utah::utah-davis-county-parcels
Utah Daggett County Parcels LIR	https://hub.arcgis.com/datasets/utah::utah-daggett-county-parcels-lir
Utah Daggett County Parcels	https://hub.arcgis.com/datasets/utah::utah-daggett-county-parcels
Utah Carbon County Parcels LIR	https://hub.arcgis.com/datasets/utah::utah-carbon-county-parcels-lir
Utah Carbon County Parcels	https://hub.arcgis.com/datasets/utah::utah-carbon-county-parcels
Utah Cache County Parcels LIR	https://hub.arcgis.com/datasets/utah::utah-cache-county-parcels-lir
Utah Cache County Parcels	https://hub.arcgis.com/datasets/utah::utah-cache-county-parcels
Utah Box Elder County Parcels LIR	https://hub.arcgis.com/datasets/utah::utah-box-elder-county-parcels-lir
Utah Box Elder County Parcels	https://hub.arcgis.com/datasets/utah::utah-box-elder-county-parcels
Utah Beaver County Parcels LIR	https://hub.arcgis.com/datasets/utah::utah-beaver-county-parcels-lir
Utah Beaver County Parcels	https://hub.arcgis.com/datasets/utah::utah-beaver-county-parcels
Utah School District Boundaries	https://hub.arcgis.com/datasets/utah::utah-school-district-boundaries
Footpath AI Detected Defects	https://hub.arcgis.com/datasets/MBRC::footpath-ai-detected-defects
Road AI Detected Defects	https://hub.arcgis.com/datasets/MBRC::road-ai-detected-defects
Offshore Wells (ED50)	https://hub.arcgis.com/datasets/OGAUTHORITY::offshore-wells-ed50
Well Bottom Holes (ED50)	https://hub.arcgis.com/datasets/OGAUTHORITY::well-bottom-holes-ed50
Top Hole – Bottom Hole Straight Line Connection (ED50)	https://hub.arcgis.com/datasets/OGAUTHORITY::top-hole-bottom-hole-straight-line-connection-ed50
Offshore Wells (ETRS89)	https://hub.arcgis.com/datasets/OGAUTHORITY::offshore-wells-etrs89
Top Hole – Bottom Hole Straight Line Connection (ETRS89)	https://hub.arcgis.com/datasets/OGAUTHORITY::top-hole-bottom-hole-straight-line-connection-etrs89
Well Bottom Hole (ETRS89)	https://hub.arcgis.com/datasets/OGAUTHORITY::well-bottom-hole-etrs89
Top Hole – Bottom Hole Straight Line Connection (WGS84)	https://hub.arcgis.com/datasets/OGAUTHORITY::top-hole-bottom-hole-straight-line-connection-wgs84
Offshore Wells (WGS84)	https://hub.arcgis.com/datasets/OGAUTHORITY::offshore-wells-wgs84
Well Bottom Hole Locations (WGS84)	https://hub.arcgis.com/datasets/OGAUTHORITY::well-bottom-hole-locations-wgs84
Real Estate Easement	https://hub.arcgis.com/datasets/linncounty-gis::real-estate-easement
Real Estate Subdivision	https://hub.arcgis.com/datasets/linncounty-gis::real-estate-subdivision
Real Estate Address	https://hub.arcgis.com/datasets/linncounty-gis::real-estate-address
Habitat Colonisation Potential Generalist Model	https://hub.arcgis.com/maps/ACTGOV::habitat-colonisation-potential-generalist-model-1
Waipā Growth Cells	https://hub.arcgis.com/datasets/fd4f69a53f9d4789b8f712ef828e26e5_0
KRW Waterlichamen Lijn	https://hub.arcgis.com/datasets/HDSR::krw-waterlichamen-lijn
KRW Waterlichamen Vlak	https://hub.arcgis.com/datasets/HDSR::krw-waterlichamen-vlak
Drainage Pump Stations	https://hub.arcgis.com/datasets/sacramentocounty::drainage-pump-stations
School Attendance Area	https://hub.arcgis.com/datasets/linncounty-gis::school-attendance-area
CDPHE COVID19 Vaccine Breakthrough Metrics	https://hub.arcgis.com/datasets/CDPHE::cdphe-covid19-vaccine-breakthrough-metrics
CDPHE COVID19 County Status Metrics	https://hub.arcgis.com/datasets/CDPHE::cdphe-covid19-county-status-metrics
CDPHE COVID19 Variants of Concern by County	https://hub.arcgis.com/datasets/CDPHE::cdphe-covid19-variants-of-concern-by-county
Hawaii State House Districts 1991	https://hub.arcgis.com/datasets/HiStateGIS::hawaii-state-house-districts-1991
Hawaii State Senate Districts 1991	https://hub.arcgis.com/datasets/HiStateGIS::hawaii-state-senate-districts-1991
Hawaii State House Districts 2001	https://hub.arcgis.com/datasets/HiStateGIS::hawaii-state-house-districts-2001
Hawaii State Senate Districts 2001	https://hub.arcgis.com/datasets/HiStateGIS::hawaii-state-senate-districts-2001
Basemap of DC in Light Gray	https://hub.arcgis.com/datasets/DCGIS::basemap-of-dc-in-light-gray
Basemap of DC	https://hub.arcgis.com/datasets/DCGIS::basemap-of-dc
Basemap of DC in Dark Gray	https://hub.arcgis.com/datasets/DCGIS::basemap-of-dc-in-dark-gray
Scottish Vacant and Derelict Land 2021	https://hub.arcgis.com/datasets/47bcd12c44834147bca0741cb9501ba8_0
Automatic Hourly Pedestrian Count	https://hub.arcgis.com/datasets/cityofsydney::automatic-hourly-pedestrian-count
Zone d’extraction des agrégats	https://hub.arcgis.com/datasets/lio::zone-dextraction-des-agr%C3%A9gats
Aggregate extraction area	https://hub.arcgis.com/datasets/lio::aggregate-extraction-area
Downtown Restaurants & Bars – Feb. 2022	https://hub.arcgis.com/datasets/fc5a06b5e6b74a609af836400788f4d3_0
Motor Vehicle Register	https://hub.arcgis.com/datasets/NZTA::motor-vehicle-register
5.10 Revenue Forecast Variance – (detail)	https://hub.arcgis.com/datasets/tempegov::5-10-revenue-forecast-variance-detail
5.10 Revenue Forecast Variance (summary)	https://hub.arcgis.com/datasets/tempegov::5-10-revenue-forecast-variance-summary
National Security UAS Flight Restrictions	https://hub.arcgis.com/datasets/faa::national-security-uas-flight-restrictions-1
TSPTANNO ENG iB20000	https://hub.arcgis.com/datasets/esrihk::tsptanno-eng-ib20000
TSPTANNO CHI iB20000	https://hub.arcgis.com/datasets/esrihk::tsptanno-chi-ib20000
PLACANNO ENG iB20000	https://hub.arcgis.com/datasets/esrihk::placanno-eng-ib20000
PLACANNO CHI iB20000	https://hub.arcgis.com/datasets/esrihk::placanno-chi-ib20000
HYDRANNO ENG iB20000	https://hub.arcgis.com/datasets/esrihk::hydranno-eng-ib20000
HYDRANNO CHI iB20000	https://hub.arcgis.com/datasets/esrihk::hydranno-chi-ib20000
FACIANNO ENG iB20000	https://hub.arcgis.com/datasets/esrihk::facianno-eng-ib20000
FACIANNO CHI iB20000	https://hub.arcgis.com/datasets/esrihk::facianno-chi-ib20000
BLDGANNO ENG iB20000	https://hub.arcgis.com/datasets/esrihk::bldganno-eng-ib20000
BLDGANNO CHI iB20000	https://hub.arcgis.com/datasets/esrihk::bldganno-chi-ib20000
BDRYANNO ENG iB20000	https://hub.arcgis.com/datasets/esrihk::bdryanno-eng-ib20000
BDRYANNO CHI iB20000	https://hub.arcgis.com/datasets/esrihk::bdryanno-chi-ib20000
Coastal Habitats Grouped	https://hub.arcgis.com/datasets/Defra::coastal-habitats-grouped
Ancient Semi Natural Woodland	https://hub.arcgis.com/datasets/Defra::ancient-semi-natural-woodland
Environmental Stewardship Scheme Options (England)	https://hub.arcgis.com/datasets/Defra::environmental-stewardship-scheme-options-england
Environmental Stewardship Scheme Agreements (England)	https://hub.arcgis.com/datasets/Defra::environmental-stewardship-scheme-agreements-england
Countryside Stewardship Scheme 2016 Management Options (England)	https://hub.arcgis.com/datasets/Defra::countryside-stewardship-scheme-2016-management-options-england
Countryside Stewardship Scheme 2016 Management Areas (England)	https://hub.arcgis.com/datasets/Defra::countryside-stewardship-scheme-2016-management-areas-england
England Coast Path Route	https://hub.arcgis.com/datasets/Defra::england-coast-path-route
Special Areas of Conservation (England)	https://hub.arcgis.com/datasets/Defra::special-areas-of-conservation-england
Sites of Special Scientific Interest Units (England)	https://hub.arcgis.com/datasets/Defra::sites-of-special-scientific-interest-units-england
Sites of Special Scientific Interest (England)	https://hub.arcgis.com/datasets/Defra::sites-of-special-scientific-interest-england
Local Nature Reserves (England)	https://hub.arcgis.com/datasets/Defra::local-nature-reserves-england
National Nature Reserves (England)	https://hub.arcgis.com/datasets/Defra::national-nature-reserves-england
Conservation and Enhancement Scheme Agreements (England)	https://hub.arcgis.com/datasets/Defra::conservation-and-enhancement-scheme-agreements-england
Ancient Woodland (England)	https://hub.arcgis.com/datasets/Defra::ancient-woodland-england
Habitat Networks (Combined Habitats) (England)	https://hub.arcgis.com/datasets/Defra::habitat-networks-combined-habitats-england
Peaty Soils Location (England)	https://hub.arcgis.com/datasets/Defra::peaty-soils-location-england
England Peat Status GHG and C Storage	https://hub.arcgis.com/datasets/Defra::england-peat-status-ghg-and-c-storage
Special Protection Areas (England)	https://hub.arcgis.com/datasets/Defra::special-protection-areas-england
Upland Fens Flushes & Swamps	https://hub.arcgis.com/datasets/Defra::upland-fens-flushes-swamps
Wood Pasture & Parkland	https://hub.arcgis.com/datasets/Defra::wood-pasture-parkland
Purple Moor Grass & Rush Pasture	https://hub.arcgis.com/datasets/Defra::purple-moor-grass-rush-pasture
Upland Calcareous Grassland	https://hub.arcgis.com/datasets/Defra::upland-calcareous-grassland
Upland Hay Meadows	https://hub.arcgis.com/datasets/Defra::upland-hay-meadows
Lowland Calcareous Grassland	https://hub.arcgis.com/datasets/Defra::lowland-calcareous-grassland
Lowland Raised Bog	https://hub.arcgis.com/datasets/Defra::lowland-raised-bog
Lowland Dry Acid Grassland	https://hub.arcgis.com/datasets/Defra::lowland-dry-acid-grassland
Marine Conservation Zones (England)	https://hub.arcgis.com/datasets/Defra::marine-conservation-zones-england
Priority Habitat Inventory (South) (England)	https://hub.arcgis.com/datasets/Defra::priority-habitat-inventory-south-england
Priority Habitat Inventory (North) (England)	https://hub.arcgis.com/datasets/Defra::priority-habitat-inventory-north-england
Priority Habitat Inventory (Central) (England)	https://hub.arcgis.com/datasets/Defra::priority-habitat-inventory-central-england
Areas of Outstanding Natural Beauty (England)	https://hub.arcgis.com/datasets/Defra::areas-of-outstanding-natural-beauty-england
Local Nature Partnerships (England)	https://hub.arcgis.com/datasets/Defra::local-nature-partnerships-england
Environmentally Sensitive Areas (England)	https://hub.arcgis.com/datasets/Defra::environmentally-sensitive-areas-england
Doorstep Greens (England) Points	https://hub.arcgis.com/datasets/Defra::doorstep-greens-england-points
Doorstep Greens (England) Polygons	https://hub.arcgis.com/datasets/Defra::doorstep-greens-england-polygons
Country Parks (England)	https://hub.arcgis.com/datasets/Defra::country-parks-england
Integrated Site Assessment Species records polygons (England)	https://hub.arcgis.com/datasets/Defra::integrated-site-assessment-species-records-polygons-england
Energy Crops Scheme (ECS) Agreements	https://hub.arcgis.com/datasets/Defra::energy-crops-scheme-ecs-agreements
Priority River Habitat – Headwater Areas (England)	https://hub.arcgis.com/datasets/Defra::priority-river-habitat-headwater-areas-england
Priority River Habitat – Rivers (England)	https://hub.arcgis.com/datasets/Defra::priority-river-habitat-rivers-england
Access Network Mapping (England)	https://hub.arcgis.com/datasets/Defra::access-network-mapping-england
Land Management Initiatives (England)	https://hub.arcgis.com/datasets/Defra::land-management-initiatives-england
Countryside Stewardship Scheme Agreements (England)	https://hub.arcgis.com/datasets/Defra::countryside-stewardship-scheme-agreements-england
Countryside Stewardship Scheme Options (England)	https://hub.arcgis.com/datasets/Defra::countryside-stewardship-scheme-options-england
National Trails (England)	https://hub.arcgis.com/datasets/Defra::national-trails-england
Community Standards District (CSD)	https://hub.arcgis.com/datasets/lacounty::community-standards-district-csd
King County Tax Parcel Centroids with select City of Seattle geographic overlays	https://hub.arcgis.com/datasets/SeattleCityGIS::king-county-tax-parcel-centroids-with-select-city-of-seattle-geographic-overlays
FGS Tree Health Options	https://hub.arcgis.com/datasets/07d5be286e3a4312888390eaf3451ea2_0
FGS Tree Health Claims	https://hub.arcgis.com/datasets/6fb8275383ca43e1aa66a5cc5d0a5147_0
MRA Membership Layer for Public – 8b6f47	https://hub.arcgis.com/datasets/MSAR::mra-membership-layer-for-public-8b6f47
Active Transportation Count Data	https://hub.arcgis.com/datasets/kelowna::active-transportation-count-data
Parking — Clearways	https://hub.arcgis.com/datasets/d21357e748514b88bf49dc5a207113fd_0
Solar Power Potential in Azerbaijan	https://hub.arcgis.com/datasets/0fafb65ecdeb4b3293f355cf5fc5ffa8_0
HS2 General Vesting Declarations	https://hub.arcgis.com/datasets/18f7ee8cf3ab490aa7f434f172665276_0
National Road Centreline Road Controlling Authority data	https://hub.arcgis.com/datasets/NZTA::national-road-centreline-road-controlling-authority-data
PennDOT Municipal Boundaries	https://hub.arcgis.com/datasets/crawfordcountypa::penndot-municipal-boundaries
PennDOT County Boundaries	https://hub.arcgis.com/datasets/crawfordcountypa::penndot-county-boundaries
PIAAC County Indicators of Adult Literacy and Numeracy	https://hub.arcgis.com/datasets/nces::piaac-county-indicators-of-adult-literacy-and-numeracy
Syracuse City Line Requests (2021)	https://hub.arcgis.com/datasets/b9401491ae544bba80e6e3a47bdb7df9_0
Business Licence Monthly	https://hub.arcgis.com/datasets/squamish::business-licence-monthly
FGS Woodland Creation Claims	https://hub.arcgis.com/datasets/0bde96c1a6a24d5db1b7fb0117e57ec6_0
FGS Woodland Creation Options	https://hub.arcgis.com/datasets/465e459f6ea44e749cba54e42cecd126_0
Census Tracts 2010	https://hub.arcgis.com/datasets/lacounty::census-tracts-2010-1
South Western Ontario Orthophotography Project (SWOOP) 2020 – Stereo Index	https://hub.arcgis.com/datasets/lio::south-western-ontario-orthophotography-project-swoop-2020-stereo-index-
Pavement Ratings 2020	https://hub.arcgis.com/datasets/5e2559405ae54c628949ef74cccb8f03_0
San Diego Region SB743 VMT Maps	https://hub.arcgis.com/datasets/SANDAG::san-diego-region-sb743-vmt-maps-1
2020 Census Tracts in Rochester NY	https://hub.arcgis.com/datasets/RochesterNY::2020-census-tracts-in-rochester-ny
Police Sentiment Survey (detail)	https://hub.arcgis.com/datasets/tempegov::police-sentiment-survey-detail
Becker County Cretaceous Bedrock	https://hub.arcgis.com/datasets/UMN::becker-county-cretaceous-bedrock-1
State Precambrian Bedrock	https://hub.arcgis.com/datasets/UMN::state-precambrian-bedrock-1
Cass County Archean Bedrock	https://hub.arcgis.com/datasets/UMN::cass-county-archean-bedrock-1
Isanti County Bedrock	https://hub.arcgis.com/datasets/UMN::isanti-county-bedrock-1
Meeker County Bedrock	https://hub.arcgis.com/datasets/UMN::meeker-county-bedrock-1
Brown County Bedrock	https://hub.arcgis.com/datasets/UMN::brown-county-bedrock-1
Becker County Bedrock	https://hub.arcgis.com/datasets/UMN::becker-county-bedrock-1
California Electric Substations	https://hub.arcgis.com/datasets/CAEnergy::california-electric-substations
Significant Natural Area	https://hub.arcgis.com/datasets/3f727fabd18b4185a3fcd2f927144b0d_19
Hanmore Lake, AB – July 24, 2019 – Drone Photos	https://hub.arcgis.com/datasets/westernu::hanmore-lake-ab-july-24-2019-drone-photos
Weslemkoon Lake, ON – July 11, 2019 – Drone Photos	https://hub.arcgis.com/datasets/westernu::weslemkoon-lake-on-july-11-2019-drone-photos
Pembroke, ON – July 11, 2019 – Drone Photos	https://hub.arcgis.com/datasets/westernu::pembroke-on-july-11-2019-drone-photos
Fort Smith, NT – June 2, 2019 – Drone Photos	https://hub.arcgis.com/datasets/westernu::fort-smith-nt-june-2-2019-drone-photos
Orleans & Clarence Creek, ON – June 2, 2019 – Ground Survey Camera Photos	https://hub.arcgis.com/datasets/westernu::orleans-clarence-creek-on-june-2-2019-ground-survey-camera-photos
Orleans & Clarence Creek, ON – June 2, 2019 – Drone Photos	https://hub.arcgis.com/datasets/westernu::orleans-clarence-creek-on-june-2-2019-drone-photos
Water Quality Monitoring Sites	https://hub.arcgis.com/datasets/HiStateGIS::water-quality-monitoring-sites
Developmental Disabilities Domiciliary Homes	https://hub.arcgis.com/datasets/HiStateGIS::developmental-disabilities-domiciliary-homes
Adult Day Health Centers	https://hub.arcgis.com/datasets/HiStateGIS::adult-day-health-centers-1
Adult Day Care Centers	https://hub.arcgis.com/datasets/HiStateGIS::adult-day-care-centers
CDTFA SalesandUseTaxRates Public	https://hub.arcgis.com/datasets/CDTFA::cdtfa-salesandusetaxrates-public-1
Tax Roll – Real Estate	https://hub.arcgis.com/datasets/waupacacounty::tax-roll-real-estate
2040 OCP Transit Supportive Corridors	https://hub.arcgis.com/datasets/kelowna::2040-ocp-transit-supportive-corridors
2040 OCP Form and Character Development Permit Area	https://hub.arcgis.com/datasets/kelowna::2040-ocp-form-and-character-development-permit-area
2040 OCP Ecosystem Connectivity Corridors	https://hub.arcgis.com/datasets/kelowna::2040-ocp-ecosystem-connectivity-corridors
4.11 Tree Coverage (summary)	https://hub.arcgis.com/datasets/tempegov::4-11-tree-coverage-summary
2040 OCP Future Land Use	https://hub.arcgis.com/datasets/kelowna::2040-ocp-future-land-use
Ecological Land Classification (ELC) 2017	https://hub.arcgis.com/datasets/camaps::ecological-land-classification-elc-2017
Street Posting Boxes in Hong Kong	https://hub.arcgis.com/datasets/esrihk::street-posting-boxes-in-hong-kong
Wi-Fi.HK Locations in Hong Kong	https://hub.arcgis.com/datasets/esrihk::wi-fi-hk-locations-in-hong-kong
Hanmore Lake, AB – July 24, 2019 – Drone Flight Paths	https://hub.arcgis.com/datasets/westernu::hanmore-lake-ab-july-24-2019-drone-flight-paths
Carmangay, AB – July 18, 2019 – Survey Route	https://hub.arcgis.com/datasets/westernu::carmangay-ab-july-18-2019-survey-route
Eden Mills, ON – July 19, 2020 – Drone Flight Paths	https://hub.arcgis.com/datasets/westernu::eden-mills-on-july-19-2020-drone-flight-paths
Point Clark, ON – Aug 28, 2020 – Drone Flight Paths	https://hub.arcgis.com/datasets/westernu::point-clark-on-aug-28-2020-drone-flight-paths
Thedford, ON – July 19, 2020 – Drone Photos	https://hub.arcgis.com/datasets/westernu::thedford-on-july-19-2020-drone-photos
Thedford, ON – July 19, 2020 – Survey Route	https://hub.arcgis.com/datasets/westernu::thedford-on-july-19-2020-survey-route
Avonbank, ON – July 19, 2020 – Drone Photos	https://hub.arcgis.com/datasets/westernu::avonbank-on-july-19-2020-drone-photos
Beachville, ON – July 19, 2020 – Drone Photos	https://hub.arcgis.com/datasets/westernu::beachville-on-july-19-2020-drone-photos
Lucan, ON – July 19, 2020 – Drone Photos	https://hub.arcgis.com/datasets/westernu::lucan-on-july-19-2020-drone-photos
Lucan, ON – July 19, 2020 – Drone Flight Paths	https://hub.arcgis.com/datasets/westernu::lucan-on-july-19-2020-drone-flight-paths
Rapid City, MB – June 28, 2020 – Drone Photos	https://hub.arcgis.com/datasets/westernu::rapid-city-mb-june-28-2020-drone-photos
Sturgeon Point, ON – June 23, 2020 – Drone Flight Path	https://hub.arcgis.com/datasets/westernu::sturgeon-point-on-june-23-2020-drone-flight-path
Newbury, ON – June 10, 2020 – Drone Photos	https://hub.arcgis.com/datasets/westernu::newbury-on-june-10-2020-drone-photos
Belmont, ON – July 19, 2020 – Drone Photos	https://hub.arcgis.com/datasets/westernu::belmont-on-july-19-2020-drone-photos
Belmont, ON – June 10, 2020 – Drone Photos	https://hub.arcgis.com/datasets/westernu::belmont-on-june-10-2020-drone-photos
Oro Station, ON – May 26, 2020 – Drone Photos	https://hub.arcgis.com/datasets/westernu::oro-station-on-may-26-2020-drone-photos
Oro Station, ON – May 26, 2020 – Drone Flight Paths	https://hub.arcgis.com/datasets/westernu::oro-station-on-may-26-2020-drone-flight-paths
Washington Square Regional Center Future Zoning	https://hub.arcgis.com/datasets/tigard::washington-square-regional-center-future-zoning
Tigard Transportation System Plan: Pedestrian Improvements	https://hub.arcgis.com/datasets/tigard::tigard-transportation-system-plan-pedestrian-improvements
Tigard Transportation System Plan: Neighborhood Trails	https://hub.arcgis.com/datasets/tigard::tigard-transportation-system-plan-neighborhood-trails
Tigard Transportation System Plan: Mult-use Paths	https://hub.arcgis.com/datasets/tigard::tigard-transportation-system-plan-mult-use-paths
Parking Overlay Zone	https://hub.arcgis.com/datasets/tigard::parking-overlay-zone
Predevelopment Land Use 2002	https://hub.arcgis.com/datasets/tigard::predevelopment-land-use-2002
Master Plan Water Structures	https://hub.arcgis.com/datasets/tigard::master-plan-water-structures
Master Plan Water PRV	https://hub.arcgis.com/datasets/tigard::master-plan-water-prv
Master Plan Water Pipelines	https://hub.arcgis.com/datasets/tigard::master-plan-water-pipelines
Master Plan Stormwater Strategy Areas	https://hub.arcgis.com/datasets/tigard::master-plan-stormwater-strategy-areas
Master Plan Stormwater Regional Facility	https://hub.arcgis.com/datasets/tigard::master-plan-stormwater-regional-facility
Master Plan Stormwater Flow Splitter Device	https://hub.arcgis.com/datasets/tigard::master-plan-stormwater-flow-splitter-device
Master Plan Stormwater Conveyance	https://hub.arcgis.com/datasets/tigard::master-plan-stormwater-conveyance
Master Plan Proposed Sub Basins	https://hub.arcgis.com/datasets/tigard::master-plan-proposed-sub-basins
Historic Sites Tigard Oregon	https://hub.arcgis.com/datasets/tigard::historic-sites-tigard-oregon
Hong Kong District Health Centers Express	https://hub.arcgis.com/datasets/esrihk::hong-kong-district-health-centers-express
Licensed Businesses -Tigard Oregon	https://hub.arcgis.com/datasets/tigard::licensed-businesses-tigard-oregon
Tigard Water Service Area	https://hub.arcgis.com/datasets/tigard::tigard-water-service-area
Tigard Urban Services Boundary	https://hub.arcgis.com/datasets/tigard::tigard-urban-services-boundary
Tigard Police Districts	https://hub.arcgis.com/datasets/tigard::tigard-police-districts
Tigard Opportunity Zones	https://hub.arcgis.com/datasets/tigard::tigard-opportunity-zones
Tigard Neighborhood Networks	https://hub.arcgis.com/datasets/tigard::tigard-neighborhood-networks
Tigard City Boundary	https://hub.arcgis.com/datasets/tigard::tigard-city-boundary
Street Sweeping Areas	https://hub.arcgis.com/datasets/tigard::street-sweeping-areas
Intersections (Single Point)	https://hub.arcgis.com/datasets/tigard::intersections-single-point
Occasional Child Care Service in Hong Kong	https://hub.arcgis.com/datasets/esrihk::occasional-child-care-service-in-hong-kong
Hong Kong District Health Centers	https://hub.arcgis.com/datasets/esrihk::hong-kong-district-health-centers
Goal 5 Tree Groves	https://hub.arcgis.com/datasets/tigard::goal-5-tree-groves
Harriston – Kenilworth, ON – Sep 7, 2021 – Survey Route	https://hub.arcgis.com/datasets/westernu::harriston-kenilworth-on-sep-7-2021-survey-route
GRID3 Nigeria – Total COVID-19 Risk per Ward	https://hub.arcgis.com/datasets/GRID3::grid3-nigeria-total-covid-19-risk-per-ward
Cairo, ON – July 7, 2021 – Survey Route	https://hub.arcgis.com/datasets/westernu::cairo-on-july-7-2021-survey-route
Downtown Street Types	https://hub.arcgis.com/datasets/tigard::downtown-street-types
Buildable Lands Inventory	https://hub.arcgis.com/datasets/tigard::buildable-lands-inventory
FEMA Flood Insurance Rate Map (FIRM)	https://hub.arcgis.com/datasets/VolusiaCountyFL::fema-flood-insurance-rate-map-firm-1
Pedestrian Bicycle Counts	https://hub.arcgis.com/datasets/tigard::pedestrian-bicycle-counts
VT DATA – ACRPC (Addison County Regional Planning Commission) Future Land Use Plan	https://hub.arcgis.com/datasets/fb6a8378ceea44b99de8c4a204c76e73_0
County Population Center	https://hub.arcgis.com/datasets/myUTK::county-population-center
2020 County Board Districts	https://hub.arcgis.com/datasets/peoriacountygis::2020-county-board-districts
Fort Smith, NT – June 2, 2019 – Survey Route	https://hub.arcgis.com/datasets/westernu::fort-smith-nt-june-2-2019-survey-route
Fort Smith, NT – June 2, 2019 – Drone Flight Paths	https://hub.arcgis.com/datasets/westernu::fort-smith-nt-june-2-2019-drone-flight-paths
Eva Lake, ON – July 26, 2019 – Drone Flight Paths	https://hub.arcgis.com/datasets/westernu::eva-lake-on-july-26-2019-drone-flight-paths
Weslemkoon Lake, ON – July 11, 2019 – Drone Flight Paths	https://hub.arcgis.com/datasets/westernu::weslemkoon-lake-on-july-11-2019-drone-flight-paths
Pembroke, ON – July 11, 2019 – Drone Flight Paths	https://hub.arcgis.com/datasets/westernu::pembroke-on-july-11-2019-drone-flight-paths
Orleans & Clarence Creek, ON – June 2, 2019 – Drone Flight Paths	https://hub.arcgis.com/datasets/westernu::orleans-clarence-creek-on-june-2-2019-drone-flight-paths
Union, ON – Aug 27, 2020 – Drone Flight Paths	https://hub.arcgis.com/datasets/westernu::union-on-aug-27-2020-drone-flight-paths
Port Colborne, ON – Sep 3, 2020 – Drone Flight Paths	https://hub.arcgis.com/datasets/westernu::port-colborne-on-sep-3-2020-drone-flight-paths
Washago, ON – Sep 3, 2020 – Drone Flight Paths	https://hub.arcgis.com/datasets/westernu::washago-on-sep-3-2020-drone-flight-paths
Strabane, ON – Sep 30, 2020 – Drone Flight Paths	https://hub.arcgis.com/datasets/westernu::strabane-on-sep-30-2020-drone-flight-paths
Mount Carmel, ON – Aug 27, 2020 – Drone Flight Paths	https://hub.arcgis.com/datasets/westernu::mount-carmel-on-aug-27-2020-drone-flight-paths
Beachville, ON – July 19, 2020 – Drone Flight Paths	https://hub.arcgis.com/datasets/westernu::beachville-on-july-19-2020-drone-flight-paths
Belmont, ON – June 10, 2020 – Drone Flight Paths	https://hub.arcgis.com/datasets/westernu::belmont-on-june-10-2020-drone-flight-paths
Newbury, ON – June 10, 2020 – Drone Flight Paths	https://hub.arcgis.com/datasets/westernu::newbury-on-june-10-2020-drone-flight-paths
Avonbank, ON – July 19, 2020 – Drone Flight Paths	https://hub.arcgis.com/datasets/westernu::avonbank-on-july-19-2020-drone-flight-paths
Thedford, ON – July 19, 2020 – Drone Flight Paths	https://hub.arcgis.com/datasets/westernu::thedford-on-july-19-2020-drone-flight-paths
Palmerston, ON – Aug 4, 2020 – Drone Flight Paths	https://hub.arcgis.com/datasets/westernu::palmerston-on-aug-4-2020-drone-flight-paths
Gads Hill, ON – July 19, 2020 – Drone Flight Paths	https://hub.arcgis.com/datasets/westernu::gads-hill-on-july-19-2020-drone-flight-paths
Altona, MB – June 9, 2021 – Drone Flight Paths	https://hub.arcgis.com/datasets/westernu::altona-mb-june-9-2021-drone-flight-paths
Whitestone Lake, ON – July 20, 2021 – Drone Flight Paths	https://hub.arcgis.com/datasets/westernu::whitestone-lake-on-july-20-2021-drone-flight-paths
Glenbain, SK – Aug 23, 2021 – Drone Flight Paths	https://hub.arcgis.com/datasets/westernu::glenbain-sk-aug-23-2021-drone-flight-paths
Cottam, ON – Aug 11, 2021 – Drone Flight Paths	https://hub.arcgis.com/datasets/westernu::cottam-on-aug-11-2021-drone-flight-paths
Tasso Lake, ON – July 13, 2021 – Drone Flight Paths	https://hub.arcgis.com/datasets/westernu::tasso-lake-on-july-13-2021-drone-flight-paths
Penetanguishene, ON – July 13, 2021 – Drone Flight Paths	https://hub.arcgis.com/datasets/westernu::penetanguishene-on-july-13-2021-drone-flight-paths
Dungannnon, ON – Sep 14, 2021 – Drone Flight Paths	https://hub.arcgis.com/datasets/westernu::dungannnon-on-sep-14-2021-drone-flight-paths
Ailsa Craig, ON – Sep 12, 2021 – Drone Flight Paths	https://hub.arcgis.com/datasets/westernu::ailsa-craig-on-sep-12-2021-drone-flight-paths
Parkhill, ON – Sep 12, 2021 – Drone Flight Paths	https://hub.arcgis.com/datasets/westernu::parkhill-on-sep-12-2021-drone-flight-paths
Southampton, ON – Sep 7, 2021 – Drone Flight Paths	https://hub.arcgis.com/datasets/westernu::southampton-on-sep-7-2021-drone-flight-paths
Port Elgin, ON – Sep 7, 2021 – Drone Flight Paths	https://hub.arcgis.com/datasets/westernu::port-elgin-on-sep-7-2021-drone-flight-paths
Goderich, ON – Sep 7, 2021 – Drone Flight Paths	https://hub.arcgis.com/datasets/westernu::goderich-on-sep-7-2021-drone-flight-paths
Sharon, ON – Nov 21, 2021 – Drone Flight Paths	https://hub.arcgis.com/datasets/westernu::sharon-on-nov-21-2021-drone-flight-paths
Cowansville, QC – Oct 16, 2021 – Drone Flight Paths	https://hub.arcgis.com/datasets/westernu::cowansville-qc-oct-16-2021-drone-flight-paths
Sainte-Séraphine, QC – Oct 16, 2021 – Drone Flight Paths	https://hub.arcgis.com/datasets/westernu::sainte-s%C3%A9raphine-qc-oct-16-2021-drone-flight-paths
State Population Center	https://hub.arcgis.com/datasets/myUTK::state-population-center
Recreational Grounds in Hong Kong	https://hub.arcgis.com/datasets/esrihk::recreational-grounds-in-hong-kong
Public facilities excluding Public Open Space in Hong Kong	https://hub.arcgis.com/datasets/esrihk::public-facilities-excluding-public-open-space-in-hong-kong
Legal and Validated Signboards under Buildings Department in Hong Kong	https://hub.arcgis.com/datasets/esrihk::legal-and-validated-signboards-under-buildings-department-in-hong-kong
Extended Hours Service under Social Welfare Department in Hong Kong	https://hub.arcgis.com/datasets/esrihk::extended-hours-service-under-social-welfare-department-in-hong-kong
Day Activity Centre in Hong Kong	https://hub.arcgis.com/datasets/esrihk::day-activity-centre-in-hong-kong
Aided Child Care Centre attached to Kindergarten in Hong Kong	https://hub.arcgis.com/datasets/esrihk::aided-child-care-centre-attached-to-kindergarten-in-hong-kong
Toy Loan Centers	https://hub.arcgis.com/datasets/lacounty::toy-loan-centers
Manufacturing and Logistics	https://hub.arcgis.com/datasets/CalEMA::manufacturing-and-logistics
Private Water Supplies	https://hub.arcgis.com/datasets/Highland::private-water-supplies
Environmental Health Operational Areas (simplify10m)	https://hub.arcgis.com/datasets/1927bede99ea4e66b3e5ea9b851bd483_0
Sharon, ON – Nov 21, 2021 – Survey Route	https://hub.arcgis.com/datasets/westernu::sharon-on-nov-21-2021-survey-route
Melbourne, QC – Oct 16, 2021 – Survey Route	https://hub.arcgis.com/datasets/westernu::melbourne-qc-oct-16-2021-survey-route
Adopt a Block	https://hub.arcgis.com/datasets/DCGIS::adopt-a-block
Flare Zones (simplify10m)	https://hub.arcgis.com/datasets/516df9b993334e37b8a160bd41e39103_0
Address Ward Changes 2022	https://hub.arcgis.com/datasets/DCGIS::address-ward-changes-2022
Executed Lease Extension Cases under Lands Department of Hong Kong	https://hub.arcgis.com/datasets/esrihk::executed-lease-extension-cases-under-lands-department-of-hong-kong
Executed Private Treaty Grant Cases under Lands Department of Hong Kong	https://hub.arcgis.com/datasets/esrihk::executed-private-treaty-grant-cases-under-lands-department-of-hong-kong
Executed Lease Modification Cases in Hong Kong	https://hub.arcgis.com/datasets/esrihk::executed-lease-modification-cases-in-hong-kong
Executed Land Exchange Cases in Hong Kong	https://hub.arcgis.com/datasets/esrihk::executed-land-exchange-cases-in-hong-kong
Tram stops in Hong Kong	https://hub.arcgis.com/datasets/esrihk::tram-stops-in-hong-kong
Green Minibus Terminuses in Hong Kong	https://hub.arcgis.com/datasets/esrihk::green-minibus-terminuses-in-hong-kong
Bus Stops in Hong Kong	https://hub.arcgis.com/datasets/esrihk::bus-stops-in-hong-kong-
Clinics and Health Centres under Hong Kong Department of Health	https://hub.arcgis.com/datasets/esrihk::clinics-and-health-centres-under-hong-kong-department-of-health-1
Bowling Greens in Hong Kong	https://hub.arcgis.com/datasets/esrihk::bowling-greens-in-hong-kong-1
After School Care Programme for Pre-primary Children in Hong Kong	https://hub.arcgis.com/datasets/esrihk::after-school-care-programme-for-pre-primary-children-in-hong-kong
Land Use Districts	https://hub.arcgis.com/datasets/9902ec71d638483e91050804c14a9896_0
Floating Wind KRA (England, Wales & NI), The Crown Estate	https://hub.arcgis.com/datasets/thecrownestate::floating-wind-kra-england-wales-ni-the-crown-estate
Fixed Wind KRA (England, Wales & NI), The Crown Estate	https://hub.arcgis.com/datasets/thecrownestate::fixed-wind-kra-england-wales-ni-the-crown-estate
School Priority Enrolment Areas – College	https://hub.arcgis.com/datasets/ACTGOV::school-priority-enrolment-areas-college
Point Cloud View	https://hub.arcgis.com/datasets/mainroads::point-cloud-view
Underground Utilities Survey View	https://hub.arcgis.com/datasets/mainroads::underground-utilities-survey-view
Mapping Survey View	https://hub.arcgis.com/datasets/mainroads::mapping-survey-view
Project Zones View	https://hub.arcgis.com/datasets/mainroads::project-zones-view
Major Roads in Karabakh and East Zangazur	https://hub.arcgis.com/datasets/eac174a99e264896ae992b878038e345_0
Karabakh and East Zangazur places with Azerbaijani toponyms	https://hub.arcgis.com/datasets/c5217c27f7d94578b776a20f69ee334a_0
Federal Airport Zoning	https://hub.arcgis.com/datasets/1944cdb6f4a84162b0ac0ea861dfb96e_212
Planning controls by area	https://hub.arcgis.com/datasets/cityofsydney::planning-controls-by-area-1
Walking count surveys	https://hub.arcgis.com/datasets/cityofsydney::walking-count-surveys
Exclusive Economic Zone (EEZ)	https://hub.arcgis.com/datasets/9720c0ebaa7a4c5cabad9a4918efba34_0
Mātaitai Reserve Boundaries (December 2021)	https://hub.arcgis.com/datasets/6ad1543b243b43539b707618450e8fe6_0
OS Terrain 50 (Download Only)	https://hub.arcgis.com/datasets/esriukcontent::os-terrain-50-download-only
Airport Noise Contours	https://hub.arcgis.com/datasets/lacounty::airport-noise-contours-1
General Outpatient Clinics under the Hospital Authority in Hong Kong	https://hub.arcgis.com/datasets/esrihk::general-outpatient-clinics-under-the-hospital-authority-in-hong-kong
Designated spots available for application for temporarily setting up of street counters in Hong Kong	https://hub.arcgis.com/datasets/esrihk::designated-spots-available-for-application-for-temporarily-setting-up-of-street-counters-in-hong-kong
CDC Species of Conservation Concern – Centroids	https://hub.arcgis.com/datasets/yukon::cdc-species-of-conservation-concern-centroids
CDC Species of Conservation Concern – Restricted	https://hub.arcgis.com/datasets/yukon::cdc-species-of-conservation-concern-restricted
CDC Species of Conservation Concern	https://hub.arcgis.com/datasets/yukon::cdc-species-of-conservation-concern
Platforms and Well Pads	https://hub.arcgis.com/datasets/OSRL::platforms-and-well-pads
Wells Vector Grid	https://hub.arcgis.com/datasets/OSRL::wells-vector-grid
Data Catalog Global	https://hub.arcgis.com/datasets/OSRL::data-catalog-global
Data Catalog Europe	https://hub.arcgis.com/datasets/OSRL::data-catalog-europe
Data Catalog Austrailia	https://hub.arcgis.com/datasets/OSRL::data-catalog-austrailia
Data Catalog Antarctica	https://hub.arcgis.com/datasets/OSRL::data-catalog-antarctica
Data Catalog Marine	https://hub.arcgis.com/datasets/OSRL::data-catalog-marine
Data Catalog South America	https://hub.arcgis.com/datasets/OSRL::data-catalog-south-america
Data Catalog Validation	https://hub.arcgis.com/datasets/OSRL::data-catalog-validation
Data Catalog Mid East	https://hub.arcgis.com/datasets/OSRL::data-catalog-mid-east
Data Catalog Asia	https://hub.arcgis.com/datasets/OSRL::data-catalog-asia
Data Catalog Africa	https://hub.arcgis.com/datasets/OSRL::data-catalog-africa
Data Catalog North America	https://hub.arcgis.com/datasets/OSRL::data-catalog-north-america
2010 Census Tracts	https://hub.arcgis.com/datasets/puyallup::2010-census-tracts
Hawke’s Bay Tsunami Distant Source Inundation Extent	https://hub.arcgis.com/datasets/2d53051eebc44be294ac0af41d41d7a4_0
Waipa District Plan – Protected Trees and Bushstands	https://hub.arcgis.com/datasets/11a6eb1402814f5080ca39d67e0b02d6_0
Planning consent authorities	https://hub.arcgis.com/datasets/cityofsydney::planning-consent-authorities
Puyallup Tax Parcels	https://hub.arcgis.com/datasets/puyallup::puyallup-tax-parcels
Census Block Groups – 2010	https://hub.arcgis.com/datasets/SANDAG::census-block-groups-2010
Census Blocks TIGER 2020	https://hub.arcgis.com/datasets/SANDAG::census-blocks-tiger-2020
Census Tracts TIGER 2020	https://hub.arcgis.com/datasets/SANDAG::census-tracts-tiger-2020
Census BlockGroups TIGER 2020	https://hub.arcgis.com/datasets/SANDAG::census-blockgroups-tiger-2020
Alcoholic Beverage Regulation Administration Moratorium Zones	https://hub.arcgis.com/datasets/DCGIS::alcoholic-beverage-regulation-administration-moratorium-zones
Saskatchewan Solid Waste Management	https://hub.arcgis.com/datasets/saskatchewan::saskatchewan-solid-waste-management
Transit Leap – RP2021	https://hub.arcgis.com/datasets/SANDAG::transit-leap-rp2021
Complete Corridors – Highway – RP2021	https://hub.arcgis.com/datasets/SANDAG::complete-corridors-highway-rp2021
4.19 Carbon Neutrality (summary)	https://hub.arcgis.com/datasets/tempegov::4-19-carbon-neutrality-summary
Historical Global Ocean Health Index Scores (2012 – 2021)	https://hub.arcgis.com/datasets/ucsb::historical-global-ocean-health-index-scores-2012-2021
Venues for hire	https://hub.arcgis.com/datasets/cityofsydney::venues-for-hire
District borough unitary ward	https://hub.arcgis.com/datasets/esriukcontent::district-borough-unitary-ward-1
Unitary electoral divisions	https://hub.arcgis.com/datasets/esriukcontent::unitary-electoral-divisions-1
Scotland and Wales regions	https://hub.arcgis.com/datasets/esriukcontent::scotland-and-wales-regions-1
County electoral divisions	https://hub.arcgis.com/datasets/esriukcontent::county-electoral-divisions-1
Scotland and Wales constituencies	https://hub.arcgis.com/datasets/esriukcontent::scotland-and-wales-constituencies-1
Greater London constituencies	https://hub.arcgis.com/datasets/esriukcontent::greater-london-constituencies-1
District Borough Unitary	https://hub.arcgis.com/datasets/esriukcontent::district-borough-unitary-1
3.01 Code Compliance Composite Score (summary)	https://hub.arcgis.com/datasets/tempegov::3-01-code-compliance-composite-score-summary
40 Year Recertification	https://hub.arcgis.com/datasets/a6866282662c41d8b62c8e1308a6fc52_0
NHESP Natural Communities	https://hub.arcgis.com/datasets/massgis::nhesp-natural-communities
PLSS Quarter Section	https://hub.arcgis.com/datasets/linncounty-gis::plss-quarter-section
Flooded Area 2008	https://hub.arcgis.com/datasets/linncounty-gis::flooded-area-2008
Indice de l’équité des quartiers (IEQ) d’Ottawa 2019	https://hub.arcgis.com/datasets/ottawa::indice-de-l%C3%A9quit%C3%A9-des-quartiers-ieq-dottawa-2019
Ottawa Neighbourhood Equity Index (NEI) 2019	https://hub.arcgis.com/datasets/ottawa::ottawa-neighbourhood-equity-index-nei-2019
Neighborhood Preservation Areas	https://hub.arcgis.com/datasets/sacramentocounty::neighborhood-preservation-areas
Special Planning Areas	https://hub.arcgis.com/datasets/sacramentocounty::special-planning-areas
Elementary School Districts	https://hub.arcgis.com/datasets/BuenaPark::elementary-school-districts
Secondary School Districts	https://hub.arcgis.com/datasets/BuenaPark::secondary-school-districts
Unified School Districts	https://hub.arcgis.com/datasets/BuenaPark::unified-school-districts
Planning and Development Code Violations	https://hub.arcgis.com/datasets/COS-GIS::planning-and-development-code-violations
2020 Census Tracts	https://hub.arcgis.com/datasets/HiStateGIS::2020-census-tracts
2020 Census County Boundaries	https://hub.arcgis.com/datasets/HiStateGIS::2020-census-county-boundaries
2020 Census Block Groups	https://hub.arcgis.com/datasets/HiStateGIS::2020-census-block-groups
Water Quality Risk by Section (All Chemicals)	https://hub.arcgis.com/datasets/waterboards::water-quality-risk-by-section-all-chemicals
Low Data Density (Block Groups)	https://hub.arcgis.com/datasets/waterboards::low-data-density-block-groups
Water Quality Risk Percentile (Block Group)	https://hub.arcgis.com/datasets/waterboards::water-quality-risk-percentile-block-group
Water Quality Risk by Well (All Chemicals)	https://hub.arcgis.com/datasets/waterboards::water-quality-risk-by-well-all-chemicals
Domestic Well Density DWR OSWCR Post 1970	https://hub.arcgis.com/datasets/waterboards::domestic-well-density-dwr-oswcr-post-1970
2015 Census Public Use Microdata Areas (PUMA)	https://hub.arcgis.com/datasets/HiStateGIS::2015-census-public-use-microdata-areas-puma
2010 Census Public Use Microdata Areas	https://hub.arcgis.com/datasets/HiStateGIS::2010-census-public-use-microdata-areas
Volunteer Fire Stations – Island of Hawaii	https://hub.arcgis.com/datasets/HiStateGIS::volunteer-fire-stations-island-of-hawaii
Fire Stations – Island of Hawaii	https://hub.arcgis.com/datasets/HiStateGIS::fire-stations-island-of-hawaii
Police Stations – Island of Oahu	https://hub.arcgis.com/datasets/HiStateGIS::police-stations-island-of-oahu
Police Stations – Island of Hawaii	https://hub.arcgis.com/datasets/HiStateGIS::police-stations-island-of-hawaii
Police Stations – Island of Kauai	https://hub.arcgis.com/datasets/HiStateGIS::police-stations-island-of-kauai
Fire Stations – Island of Kauai	https://hub.arcgis.com/datasets/HiStateGIS::fire-stations-island-of-kauai
Large Landowners – Statewide	https://hub.arcgis.com/datasets/HiStateGIS::large-landowners-statewide
Zoning (Hawaii County)	https://hub.arcgis.com/datasets/HiStateGIS::zoning-hawaii-county
Development Plan Areas	https://hub.arcgis.com/datasets/HiStateGIS::development-plan-areas
General Plan (County of Kauai)	https://hub.arcgis.com/datasets/HiStateGIS::general-plan-county-of-kauai
Hawaii County LUPAG	https://hub.arcgis.com/datasets/HiStateGIS::hawaii-county-lupag
Parcels – Kauai	https://hub.arcgis.com/datasets/HiStateGIS::parcels-kauai
Parcels – Niihau	https://hub.arcgis.com/datasets/HiStateGIS::parcels-niihau
2020 Recorded Votes Regular Council	https://hub.arcgis.com/datasets/Burlington::2020-recorded-votes-regular-council
Sites d’agrégats non réhabilités	https://hub.arcgis.com/datasets/lio::sites-dagr%C3%A9gats-non-r%C3%A9habilit%C3%A9s
Aggregate site unrehabilitated	https://hub.arcgis.com/datasets/lio::aggregate-site-unrehabilitated
5.09 CIP Funds Spent or Encumbered Quarterly (detail)	https://hub.arcgis.com/datasets/tempegov::5-09-cip-funds-spent-or-encumbered-quarterly-detail
OES Evacuation Zones	https://hub.arcgis.com/datasets/sacramentocounty::oes-evacuation-zones
Williamson Act Parcels	https://hub.arcgis.com/datasets/sacramentocounty::williamson-act-parcels
Public Libraries in the State of Hawaii	https://hub.arcgis.com/datasets/HiStateGIS::public-libraries-in-the-state-of-hawaii
Na Ala Hele Trails	https://hub.arcgis.com/datasets/HiStateGIS::na-ala-hele-trails
Public Hunting Areas	https://hub.arcgis.com/datasets/HiStateGIS::public-hunting-areas
Potential Warm Ground Water	https://hub.arcgis.com/datasets/HiStateGIS::potential-warm-ground-water
Kauai Critical Habitat – Ecosystem	https://hub.arcgis.com/datasets/HiStateGIS::kauai-critical-habitat-ecosystem
Maui County Critical Habitat – Ecosystem	https://hub.arcgis.com/datasets/HiStateGIS::maui-county-critical-habitat-ecosystem
Oahu Critical Habitat – Carter’s Panicgrass	https://hub.arcgis.com/datasets/HiStateGIS::oahu-critical-habitat-carters-panicgrass
Vegetation – Hawaii County (VED)	https://hub.arcgis.com/datasets/HiStateGIS::vegetation-hawaii-county-ved
Kahoolawe Elevation Contours 100ft	https://hub.arcgis.com/datasets/HiStateGIS::kahoolawe-elevation-contours-100ft
Kauai Elevation Contours 100ft	https://hub.arcgis.com/datasets/HiStateGIS::kauai-elevation-contours-100ft
Lanai Elevation Contours 100ft	https://hub.arcgis.com/datasets/HiStateGIS::lanai-elevation-contours-100ft
Niihau Elevation Contours 100ft	https://hub.arcgis.com/datasets/HiStateGIS::niihau-elevation-contours-100ft
Maui Elevation Contours 100ft	https://hub.arcgis.com/datasets/HiStateGIS::maui-elevation-contours-100ft-1
Molokai Elevation Contours 100ft	https://hub.arcgis.com/datasets/HiStateGIS::molokai-elevation-contours-100ft
Oahu Elevation Contours 100ft	https://hub.arcgis.com/datasets/HiStateGIS::oahu-elevation-contours-100ft
Oahu Elevation Contours 40ft	https://hub.arcgis.com/datasets/HiStateGIS::oahu-elevation-contours-40ft
Oahu Elevation Contours 5ft	https://hub.arcgis.com/datasets/HiStateGIS::oahu-elevation-contours-5ft
Oahu Elevation Contours 20ft	https://hub.arcgis.com/datasets/HiStateGIS::oahu-elevation-contours-20ft
Hawaii Elevation Contours 100ft	https://hub.arcgis.com/datasets/HiStateGIS::hawaii-elevation-contours-100ft
Elevation Contours 500ft (Kauai and Hawaii)	https://hub.arcgis.com/datasets/HiStateGIS::elevation-contours-500ft-kauai-and-hawaii
Polling Places – 2018	https://hub.arcgis.com/datasets/HiStateGIS::polling-places-2018
Election Precincts	https://hub.arcgis.com/datasets/HiStateGIS::election-precincts-
US Congressional Districts 2001	https://hub.arcgis.com/datasets/HiStateGIS::us-congressional-districts-2001
US Congressional Districts 1991	https://hub.arcgis.com/datasets/HiStateGIS::us-congressional-districts-1991
US Congressional Districts 2011	https://hub.arcgis.com/datasets/HiStateGIS::us-congressional-districts-2011
USGS Quads (Old Hawaiian Datum)	https://hub.arcgis.com/datasets/HiStateGIS::usgs-quads-old-hawaiian-datum
Hawaii County Council Districts	https://hub.arcgis.com/datasets/HiStateGIS::hawaii-county-council-districts
USGS Quadrangles NAD83	https://hub.arcgis.com/datasets/HiStateGIS::usgs-quadrangles-nad83
Hawaii State House Districts 2012	https://hub.arcgis.com/datasets/HiStateGIS::hawaii-state-house-districts-2012
Hawaii State Senate Districts 2012	https://hub.arcgis.com/datasets/HiStateGIS::hawaii-state-senate-districts-2012
Middle School Areas	https://hub.arcgis.com/datasets/HiStateGIS::middle-school-areas
High School Areas	https://hub.arcgis.com/datasets/HiStateGIS::high-school-areas
Elementary School Areas	https://hub.arcgis.com/datasets/HiStateGIS::elementary-school-areas
Projected Population by District Council District of Hong Kong 2021 to 2029	https://hub.arcgis.com/datasets/esrihk::projected-population-by-district-council-district-of-hong-kong-2021-to-2029
Indicator 5.c.1: Proportion of countries with systems to track and make public allocations for gender equality and women’s empowerment (percent)	https://hub.arcgis.com/datasets/DirectRelief::indicator-5-c-1-proportion-of-countries-with-systems-to-track-and-make-public-allocations-for-gender-equality-and-womens-empowerment-percent-1
Indicator 5.1.1: Legal frameworks that promote, enforce and monitor gender equality (percentage of achievement, 0 – 100) — Area 4: marriage and family	https://hub.arcgis.com/datasets/DirectRelief::indicator-5-1-1-legal-frameworks-that-promote-enforce-and-monitor-gender-equality-percentage-of-achievement-0-100-area-4-marriage-and-family-1
4.20 Community Development Process Survey (summary)	https://hub.arcgis.com/datasets/tempegov::4-20-community-development-process-survey-summary
FreeAndReducedLunch Fall207 BySchoolDistrict 20181105	https://hub.arcgis.com/datasets/D3::freeandreducedlunch-fall207-byschooldistrict-20181105
FreeAndReducedLunch Fall207 ByZIP 20181105	https://hub.arcgis.com/datasets/D3::freeandreducedlunch-fall207-byzip-20181105
FreeAndReducedLunch Fall207 ByBlockGroup 20181105	https://hub.arcgis.com/datasets/D3::freeandreducedlunch-fall207-byblockgroup-20181105
FreeAndReducedLunch Fall207 ByTract 20181105	https://hub.arcgis.com/datasets/D3::freeandreducedlunch-fall207-bytract-20181105
FreeAndReducedLunch Fall207 ByCounty 20181105	https://hub.arcgis.com/datasets/D3::freeandreducedlunch-fall207-bycounty-20181105
FreeAndReducedLunch Fall207 ByCongressionalDistrict 20181105	https://hub.arcgis.com/datasets/D3::freeandreducedlunch-fall207-bycongressionaldistrict-20181105
FreeAndReducedLunch Fall207 ByCountySub 20181105	https://hub.arcgis.com/datasets/D3::freeandreducedlunch-fall207-bycountysub-20181105
FreeAndReducedLunch Fall207 ByMSA 20181105	https://hub.arcgis.com/datasets/D3::freeandreducedlunch-fall207-bymsa-20181105
FreeAndReducedLunch Fall207 ByMISenateDist 20181105	https://hub.arcgis.com/datasets/D3::freeandreducedlunch-fall207-bymisenatedist-20181105
FreeAndReducedLunch Fall207 ByMIHouseOfRepsDist 20181105	https://hub.arcgis.com/datasets/D3::freeandreducedlunch-fall207-bymihouseofrepsdist-20181105
LeadBloodLevels 2017 byCnty 20181129	https://hub.arcgis.com/datasets/D3::leadbloodlevels-2017-bycnty-20181129
LeadBloodLevels 2017 byMSA 20181129	https://hub.arcgis.com/datasets/D3::leadbloodlevels-2017-bymsa-20181129
LeadBloodLevels 2017 Michigan 20181129	https://hub.arcgis.com/datasets/D3::leadbloodlevels-2017-michigan-20181129
LeadBloodLevels 2017 byCntySub 20181129	https://hub.arcgis.com/datasets/D3::leadbloodlevels-2017-bycntysub-20181129
LeadBloodLevels 2017 bySchoolDistrict 20181129	https://hub.arcgis.com/datasets/D3::leadbloodlevels-2017-byschooldistrict-20181129
LeadBloodLevels 2017 byZip 20181129	https://hub.arcgis.com/datasets/D3::leadbloodlevels-2017-byzip-20181129
LeadBloodLevels 2017 byBG 20181129	https://hub.arcgis.com/datasets/D3::leadbloodlevels-2017-bybg-20181129
LeadBloodLevels 2017 byTract 20181129	https://hub.arcgis.com/datasets/D3::leadbloodlevels-2017-bytract-20181129
LeadBloodLevels 2017 byMISenate 20181129	https://hub.arcgis.com/datasets/D3::leadbloodlevels-2017-bymisenate-20181129
General Plan Land Use (LUCE)	https://hub.arcgis.com/datasets/smgov::general-plan-land-use-luce-1
Bergamot Area Plan Districts	https://hub.arcgis.com/datasets/smgov::bergamot-area-plan-districts
Bergamot Area Plan Overlays	https://hub.arcgis.com/datasets/smgov::bergamot-area-plan-overlays
Community Noise Equivalent Levels CNEL	https://hub.arcgis.com/datasets/smgov::community-noise-equivalent-levels-cnel
Historic District Properties	https://hub.arcgis.com/datasets/smgov::historic-district-properties
Bike Action Plan LTS Network	https://hub.arcgis.com/datasets/smgov::bike-action-plan-lts-network
Bike Action Plan PBL Network	https://hub.arcgis.com/datasets/smgov::bike-action-plan-pbl-network
Historic Resources Inventory	https://hub.arcgis.com/datasets/smgov::historic-resources-inventory-1
Special Events Permits Locations	https://hub.arcgis.com/datasets/smgov::special-events-permits-locations
Clay Pit Areas	https://hub.arcgis.com/datasets/smgov::clay-pit-areas
Backing Out Prohibited Streets	https://hub.arcgis.com/datasets/smgov::backing-out-prohibited-streets
Tsunami Evacuation Boundary	https://hub.arcgis.com/datasets/smgov::tsunami-evacuation-boundary
Tsunami Inundation Zone	https://hub.arcgis.com/datasets/smgov::tsunami-inundation-zone
South Western Ontario Orthophotography Project (SWOOP) 2020	https://hub.arcgis.com/datasets/lio::south-western-ontario-orthophotography-project-swoop-2020
Screened Hydropower Projects	https://hub.arcgis.com/datasets/HiStateGIS::screened-hydropower-projects
On-site Sewage Disposal Systems – Kauai	https://hub.arcgis.com/datasets/HiStateGIS::on-site-sewage-disposal-systems-kauai-1
On-site Sewage Disposal Systems – Hawaii Island	https://hub.arcgis.com/datasets/HiStateGIS::on-site-sewage-disposal-systems-hawaii-island
On-site Sewage Disposal Systems – Molokai	https://hub.arcgis.com/datasets/HiStateGIS::on-site-sewage-disposal-systems-molokai
5.01 Quality of Business Services (summary)	https://hub.arcgis.com/datasets/tempegov::5-01-quality-of-business-services-summary
3.36 Quality of City Services (summary)	https://hub.arcgis.com/datasets/tempegov::3-36-quality-of-city-services-summary
2.21 Availability of City Information (summary)	https://hub.arcgis.com/datasets/tempegov::2-21-availability-of-city-information-summary
2.15 Feeling Invited to Participate (summary)	https://hub.arcgis.com/datasets/tempegov::2-15-feeling-invited-to-participate-summary
2.02 Customer Service (summary)	https://hub.arcgis.com/datasets/tempegov::2-02-customer-service-summary
1.23 Feeling of Safety in Parks (summary)	https://hub.arcgis.com/datasets/tempegov::1-23-feeling-of-safety-in-parks-summary
1.10 Worry About Being a Victim (summary)	https://hub.arcgis.com/datasets/tempegov::1-10-worry-about-being-a-victim-summary
2.24 Employee View Response Rate (summary)	https://hub.arcgis.com/datasets/tempegov::2-24-employee-view-response-rate-summary
Commercial Vehicle Survey Traffic Count/ Enquête sur les véhicules utilitaires – Débit de circulation	https://hub.arcgis.com/datasets/7882c0fdd4c54ca78ace56e0d7c7ea44_0
Cowansville, QC – Oct 16, 2021 – Survey Route	https://hub.arcgis.com/datasets/westernu::cowansville-qc-oct-16-2021-survey-route
Lincoln County COVID19 Case Data	https://hub.arcgis.com/datasets/cityofsfgis::lincoln-county-covid19-case-data
Lincoln County COVID19 Reporting Area	https://hub.arcgis.com/datasets/cityofsfgis::lincoln-county-covid19-reporting-area
Minnehaha County COVID19 Reporting Area	https://hub.arcgis.com/datasets/cityofsfgis::minnehaha-county-covid19-reporting-area
South Dakota COVID19 Reporting Area	https://hub.arcgis.com/datasets/cityofsfgis::south-dakota-covid19-reporting-area
South Dakota COVID19 Case Data	https://hub.arcgis.com/datasets/cityofsfgis::south-dakota-covid19-case-data
Minnehaha County COVID19 Case Data	https://hub.arcgis.com/datasets/cityofsfgis::minnehaha-county-covid19-case-data
Sainte-Séraphine, QC – Oct 16, 2021 – Survey Route	https://hub.arcgis.com/datasets/westernu::sainte-s%C3%A9raphine-qc-oct-16-2021-survey-route
Pickering Ward Boundaries	https://hub.arcgis.com/datasets/9724f281ae6b44a295c7343689214e97_5
Suppliers Awards Over 25k	https://hub.arcgis.com/datasets/CityofPG::suppliers-awards-over-25k-1
Supplier Grants Over 25k	https://hub.arcgis.com/datasets/CityofPG::supplier-grants-over-25k
Parcel Property Owner	https://hub.arcgis.com/datasets/wpbgis::parcel-property-owner
2021 Budget – Operating Facilities	https://hub.arcgis.com/datasets/welland::2021-budget-operating-facilities
2021 Budget – Operating Expenditures	https://hub.arcgis.com/datasets/welland::2021-budget-operating-expenditures
2021 Budget – Operating Revenues	https://hub.arcgis.com/datasets/welland::2021-budget-operating-revenues
2021 Budget – Capital Summary	https://hub.arcgis.com/datasets/welland::2021-budget-capital-summary
2021 Budget – Waterworks Operating Expenditures by Account	https://hub.arcgis.com/datasets/welland::2021-budget-waterworks-operating-expenditures-by-account
2021 Budget – Capital Group	https://hub.arcgis.com/datasets/welland::2021-budget-capital-group
2021 Budget – Wastewater Operating Expenditures by Account	https://hub.arcgis.com/datasets/welland::2021-budget-wastewater-operating-expenditures-by-account
2021 Budget – Tax Supported Operating Revenue by Account	https://hub.arcgis.com/datasets/welland::2021-budget-tax-supported-operating-revenue-by-account
2021 Budget – Capital Summary Group	https://hub.arcgis.com/datasets/welland::2021-budget-capital-summary-group
2021 Budget – Operating Expenditures Detail	https://hub.arcgis.com/datasets/welland::2021-budget-operating-expenditures-detail
2021 Budget – Capital Water Wastewater	https://hub.arcgis.com/datasets/welland::2021-budget-capital-water-wastewater
2021 Budget – Waterworks Operating Revenue by Account	https://hub.arcgis.com/datasets/welland::2021-budget-waterworks-operating-revenue-by-account
2021 Budget – Operating Net Expenditures	https://hub.arcgis.com/datasets/welland::2021-budget-operating-net-expenditures
2021 Budget – Tax Supported Operating Expenditures by Account	https://hub.arcgis.com/datasets/welland::2021-budget-tax-supported-operating-expenditures-by-account
2021 Budget – Wastewater Operating Revenue by Account	https://hub.arcgis.com/datasets/welland::2021-budget-wastewater-operating-revenue-by-account
2021 Budget – Operating Revenues Detail	https://hub.arcgis.com/datasets/welland::2021-budget-operating-revenues-detail
2021 Budget – Capital	https://hub.arcgis.com/datasets/welland::2021-budget-capital
LA County City Boundaries	https://hub.arcgis.com/datasets/lacounty::la-county-city-boundaries
Traffic Pavement Marking Shapes	https://hub.arcgis.com/datasets/efd692a54dad4e34bfe1d50418bc3e26_19
Paramedics – Events, Responses and Transports	https://hub.arcgis.com/datasets/1f60f111f2ce42c6b7ec696eaee797da_8
Traffic Pavement Marking Symbols	https://hub.arcgis.com/datasets/81b5addd2d2449879522587f38bc33e0_15
Red Light Cameras	https://hub.arcgis.com/datasets/5b16fa52d9724eabb157866a030814c0_3
Business Improvement Areas	https://hub.arcgis.com/datasets/e3b901494ad240e2862eeabb6059371f_6
Traffic Pavement Marking Lines	https://hub.arcgis.com/datasets/4a6dd97cad6e4b6ab92c53c89be0c4e9_14
School Crossing Guard Locations	https://hub.arcgis.com/datasets/105dfd7865c64182b1eb05804a1952f0_16
5.06 Competitively Generated Contract Spend (summary)	https://hub.arcgis.com/datasets/tempegov::5-06-competitively-generated-contract-spend-summary
White shark tagging off New Zealand between April 2005 and September 2009	https://hub.arcgis.com/datasets/NIWA::white-shark-tagging-off-new-zealand-between-april-2005-and-september-2009
Marine biological observation data from coastal and offshore surveys around New Zealand MBIS NZ	https://hub.arcgis.com/datasets/NIWA::marine-biological-observation-data-from-coastal-and-offshore-surveys-around-new-zealand-mbis-nz
Coralline algae of northern and central New Zealand	https://hub.arcgis.com/datasets/NIWA::coralline-algae-of-northern-and-central-new-zealand
MPI tag – New Zealand research tagging database. Ministry for Primary Industries (2014)	https://hub.arcgis.com/datasets/NIWA::mpi-tag-new-zealand-research-tagging-database-ministry-for-primary-industries-2014
Sympatry of two coral species complexes	https://hub.arcgis.com/datasets/NIWA::sympatry-of-two-coral-species-complexes
Socioeconomic Theme – Tracts	https://hub.arcgis.com/datasets/CalEMA::socioeconomic-theme-tracts
Housing/Transportation Theme – Tracts	https://hub.arcgis.com/datasets/CalEMA::housing-transportation-theme-tracts
Household Composition/Disability Theme – Tracts	https://hub.arcgis.com/datasets/CalEMA::household-composition-disability-theme-tracts
Minority/Language Theme – Tracts	https://hub.arcgis.com/datasets/CalEMA::minority-language-theme-tracts
Overall SVI – Tracts	https://hub.arcgis.com/datasets/CalEMA::overall-svi-tracts
Socioeconomic Theme – Counties	https://hub.arcgis.com/datasets/CalEMA::socioeconomic-theme-counties
Overall SVI – Counties	https://hub.arcgis.com/datasets/CalEMA::overall-svi-counties
Household Composition/Disability Theme – Counties	https://hub.arcgis.com/datasets/CalEMA::household-composition-disability-theme-counties
Minority/Language Theme – Counties	https://hub.arcgis.com/datasets/CalEMA::minority-language-theme-counties
Housing/Transportation Theme – Counties	https://hub.arcgis.com/datasets/CalEMA::housing-transportation-theme-counties
4.04 Solid Waste Landfill Diversion (summary)	https://hub.arcgis.com/datasets/tempegov::4-04-solid-waste-landfill-diversion-summary
1.19 Housing Quality Standards (summary)	https://hub.arcgis.com/datasets/tempegov::1-19-housing-quality-standards-summary
Official Plan Schedule2-Transportation	https://hub.arcgis.com/datasets/cornwallcity::official-plan-schedule2-transportation
Official Plan AppendixB-Waste Disposal Sites	https://hub.arcgis.com/datasets/cornwallcity::official-plan-appendixb-waste-disposal-sites
OpenStreetMap Highways for North America	https://hub.arcgis.com/datasets/openstreetmap::openstreetmap-highways-for-north-america
Recreational Flyer Fixed Sites	https://hub.arcgis.com/datasets/9eeda285b99842698528f1e35a7d2368_0
Road Crashes for five Years Victoria	https://hub.arcgis.com/datasets/vicroadsmaps::road-crashes-for-five-years-victoria
5.02 New Jobs Created (summary)	https://hub.arcgis.com/datasets/tempegov::5-02-new-jobs-created-summary
2.02 Customer Service (detail)	https://hub.arcgis.com/datasets/tempegov::2-02-customer-service-detail
4.14 Facilities Conditions Index (summary)	https://hub.arcgis.com/datasets/tempegov::4-14-facilities-conditions-index-summary
5.04 Bond Rating (summary)	https://hub.arcgis.com/datasets/tempegov::5-04-bond-rating-summary
2.12 Procurement Award (summary)	https://hub.arcgis.com/datasets/tempegov::2-12-procurement-award-summary
Southland Physiographic Zones	https://hub.arcgis.com/datasets/esgis::southland-physiographic-zones
Indicator 5.3.1: Proportion of women aged 20-24 years who were married or in a union before age 18 (percent)	https://hub.arcgis.com/datasets/DirectRelief::indicator-5-3-1-proportion-of-women-aged-20-24-years-who-were-married-or-in-a-union-before-age-18-percent-1
Proportion of women aged 20-24 years who were married or in a union before age 15 (percent)	https://hub.arcgis.com/datasets/DirectRelief::proportion-of-women-aged-20-24-years-who-were-married-or-in-a-union-before-age-15-percent
Proportion of women who make their own informed decisions regarding sexual relations (percent of women aged 15-49 years)	https://hub.arcgis.com/datasets/DirectRelief::proportion-of-women-who-make-their-own-informed-decisions-regarding-sexual-relations-percent-of-women-aged-15-49-years
Indicator 5.6.1: Proportion of women who make their own informed decisions regarding contraceptive use (percent of women aged 15-49 years)	https://hub.arcgis.com/datasets/DirectRelief::indicator-5-6-1-proportion-of-women-who-make-their-own-informed-decisions-regarding-contraceptive-use-percent-of-women-aged-15-49-years-1
Proportion of girls and women aged 15-49 years who have undergone female genital mutilation/cutting, by age (percent)	https://hub.arcgis.com/datasets/DirectRelief::proportion-of-girls-and-women-aged-15-49-years-who-have-undergone-female-genital-mutilation-cutting-by-age-percent
Parkhill, ON – Sep 12, 2021 – Drone Photos	https://hub.arcgis.com/datasets/westernu::parkhill-on-sep-12-2021-drone-photos
3.08 High School Graduation Rates (summary)	https://hub.arcgis.com/datasets/tempegov::3-08-high-school-graduation-rates-summary
Indicator 5.6.1: Proportion of women who make their own informed decisions regarding sexual relations, contraceptive use and reproductive health care (percent of women aged 15-49 years)	https://hub.arcgis.com/datasets/DirectRelief::indicator-5-6-1-proportion-of-women-who-make-their-own-informed-decisions-regarding-sexual-relations-contraceptive-use-and-reproductive-health-care-percent-of-women-aged-15-49-years-1
Indicator 5.b.1: Proportion of individuals who own a mobile telephone, by sex (percent)	https://hub.arcgis.com/datasets/DirectRelief::indicator-5-b-1-proportion-of-individuals-who-own-a-mobile-telephone-by-sex-percent-1
3.31 Poverty Rate (summary)	https://hub.arcgis.com/datasets/tempegov::3-31-poverty-rate-summary
Gads Hill, ON – July 19, 2020 – Survey Route	https://hub.arcgis.com/datasets/westernu::gads-hill-on-july-19-2020-survey-route
Eva Lake, ON – July 26, 2019 – Survey Route	https://hub.arcgis.com/datasets/westernu::eva-lake-on-july-26-2019-survey-route
Dunnville, ON – Nov 15, 2020 – Survey Route	https://hub.arcgis.com/datasets/westernu::dunnville-on-nov-15-2020-survey-route
Crossfield, AB – July 14, 2019 – Survey Route	https://hub.arcgis.com/datasets/westernu::crossfield-ab-july-14-2019-survey-route
Belmont, ON – June 10, 2020 – Survey Route	https://hub.arcgis.com/datasets/westernu::belmont-on-june-10-2020-survey-route
Belmont, ON – July 19, 2020 – Survey Route	https://hub.arcgis.com/datasets/westernu::belmont-on-july-19-2020-survey-route
Beachville, ON – July 19, 2020 – Survey Route	https://hub.arcgis.com/datasets/westernu::beachville-on-july-19-2020-survey-route
Avonbank, ON – July 19, 2020 – Survey Route	https://hub.arcgis.com/datasets/westernu::avonbank-on-july-19-2020-survey-route
Ticket Machine 1/4P Free with Ticket	https://hub.arcgis.com/datasets/cityofsydney::ticket-machine-1-4p-free-with-ticket
Parking Meter Status	https://hub.arcgis.com/datasets/cityofsydney::parking-meter-status
Rain Gauge Stations Not Used in Atlas	https://hub.arcgis.com/datasets/HiStateGIS::rain-gauge-stations-not-used-in-atlas
Crown grants – 50k	https://hub.arcgis.com/datasets/yukon::crown-grants-50k
Fire Risk Areas	https://hub.arcgis.com/datasets/HiStateGIS::fire-risk-areas
Tsunami Wave Heights	https://hub.arcgis.com/datasets/HiStateGIS::tsunami-wave-heights
5.09 CIP Funds Spent or Encumbered (summary)	https://hub.arcgis.com/datasets/tempegov::5-09-cip-funds-spent-or-encumbered-summary
1.22 PQI Average Citywide (summary)	https://hub.arcgis.com/datasets/tempegov::1-22-pqi-average-citywide-summary
Trout Creek Development Permit Area	https://hub.arcgis.com/datasets/0f28472c46dc4625ad964d283d00779b_208
Approved Neighbourhood Plans	https://hub.arcgis.com/datasets/01f3c88f58ce403f8762ec8ca225ab71_321
Lower Town Development Permit Area	https://hub.arcgis.com/datasets/e9c564b15ffe47cda0e8c97bbf5ea632_207
2.08 Treatment Court Satisfaction (summary)	https://hub.arcgis.com/datasets/tempegov::2-08-treatment-court-satisfaction-summary
2.08 Treatment Court Satisfaction (detail)	https://hub.arcgis.com/datasets/tempegov::2-08-treatment-court-satisfaction-detail
Substandard Government man made Slopes Being Upgraded or Pending Upgrading Under Current Contracts in Hong Kong	https://hub.arcgis.com/datasets/esrihk::substandard-government-man-made-slopes-being-upgraded-or-pending-upgrading-under-current-contracts-in-hong-kong
District Support Centre for Persons with Disabilities in Hong Kong	https://hub.arcgis.com/datasets/esrihk::district-support-centre-for-persons-with-disabilities-in-hong-kong
Water Dispensers in Civil Aviation Department in Hong Kong	https://hub.arcgis.com/datasets/esrihk::water-dispensers-in-civil-aviation-department-in-hong-kong
Water Dispensers in WSD Venues in Hong Kong	https://hub.arcgis.com/datasets/esrihk::water-dispensers-in-wsd-venues-in-hong-kong
COVID-19 Vaccinations by Zip Code	https://hub.arcgis.com/datasets/tempegov::covid-19-vaccinations-by-zip-code
Bushfire Abatement Zone	https://hub.arcgis.com/datasets/ACTGOV::bushfire-abatement-zone-2
Availability of ultrafast broadband in PKC	https://hub.arcgis.com/datasets/db354a69d2304b0a8b75cca71c316286_0
WFD Fish Survey Results (Fisheries Classification Scheme)	https://hub.arcgis.com/datasets/theriverstrust::wfd-fish-survey-results-fisheries-classification-scheme
Lac Wells, QC – July 13, 2021 – Survey Route	https://hub.arcgis.com/datasets/westernu::lac-wells-qc-july-13-2021-survey-route
Loudoun Conservation Easements	https://hub.arcgis.com/datasets/LoudounGIS::loudoun-conservation-easements
Vehicle Availability (by Regional Commission) 2019	https://hub.arcgis.com/datasets/GARC::vehicle-availability-by-regional-commission-2019
Vehicle Availability (by BeltLine Areas) 2019	https://hub.arcgis.com/datasets/GARC::vehicle-availability-by-beltline-areas-2019
Vehicle Availability (by Super District) 2019	https://hub.arcgis.com/datasets/GARC::vehicle-availability-by-super-district-2019
Vehicle Availability (by Georgia Senate) 2019	https://hub.arcgis.com/datasets/GARC::vehicle-availability-by-georgia-senate-2019
Vehicle Availability (by BeltLine Study Areas) 2019	https://hub.arcgis.com/datasets/GARC::vehicle-availability-by-beltline-study-areas-2019
Vehicle Availability (by Laureus boundary) 2019	https://hub.arcgis.com/datasets/GARC::vehicle-availability-by-laureus-boundary-2019
Vehicle Availability (by County) 2019	https://hub.arcgis.com/datasets/GARC::vehicle-availability-by-county-2019
Housing Values (by Census Tract) 2019	https://hub.arcgis.com/datasets/GARC::housing-values-by-census-tract-2019
Housing Values (by US Congress) 2019	https://hub.arcgis.com/datasets/GARC::housing-values-by-us-congress-2019
Housing Values (by Westside Future Fund) 2019	https://hub.arcgis.com/datasets/GARC::housing-values-by-westside-future-fund-2019
Housing Values (by Georgia House) 2019	https://hub.arcgis.com/datasets/GARC::housing-values-by-georgia-house-2019
Housing Values (by City) 2019	https://hub.arcgis.com/datasets/GARC::housing-values-by-city-2019
Housing Values (by State of Georgia) 2019	https://hub.arcgis.com/datasets/GARC::housing-values-by-state-of-georgia-2019
Housing Values (by County) 2019	https://hub.arcgis.com/datasets/GARC::housing-values-by-county-2019
Housing Values (by Laureus boundary) 2019	https://hub.arcgis.com/datasets/GARC::housing-values-by-laureus-boundary-2019
Housing Values (by Atlanta Neighborhood Planning Unit S, T, and V) 2019	https://hub.arcgis.com/datasets/GARC::housing-values-by-atlanta-neighborhood-planning-unit-s-t-and-v-2019
Housing Values (by Super District) 2019	https://hub.arcgis.com/datasets/GARC::housing-values-by-super-district-2019
Housing Values (by BeltLine Areas) 2019	https://hub.arcgis.com/datasets/GARC::housing-values-by-beltline-areas-2019
Housing Values (by Regional Commission) 2019	https://hub.arcgis.com/datasets/GARC::housing-values-by-regional-commission-2019
Housing Tenure (by Westside Future Fund) 2019	https://hub.arcgis.com/datasets/GARC::housing-tenure-by-westside-future-fund-2019
Housing Tenure (by Atlanta Neighborhood Statistical Areas E02 and E06) 2019	https://hub.arcgis.com/datasets/GARC::housing-tenure-by-atlanta-neighborhood-statistical-areas-e02-and-e06-2019
Housing Tenure (by ARC 20 County) 2019	https://hub.arcgis.com/datasets/GARC::housing-tenure-by-arc-20-county-2019
Housing Tenure (by Dekalb Sustainable Neighborhood Initiative) 2019	https://hub.arcgis.com/datasets/GARC::housing-tenure-by-dekalb-sustainable-neighborhood-initiative-2019
Housing Tenure (by Atlanta Neighborhood Planning Unit S, T, and V) 2019	https://hub.arcgis.com/datasets/GARC::housing-tenure-by-atlanta-neighborhood-planning-unit-s-t-and-v-2019
Housing Tenure (by County) 2019	https://hub.arcgis.com/datasets/GARC::housing-tenure-by-county-2019
Housing Tenure (by BeltLine Study Areas) 2019	https://hub.arcgis.com/datasets/GARC::housing-tenure-by-beltline-study-areas-2019
Housing Tenure (by Strong, Prosperous, And Resilient Communities Challenge) 2019	https://hub.arcgis.com/datasets/GARC::housing-tenure-by-strong-prosperous-and-resilient-communities-challenge-2019
Housing Tenure (by City) 2019	https://hub.arcgis.com/datasets/GARC::housing-tenure-by-city-2019
Housing Tenure (by BeltLine Areas) 2019	https://hub.arcgis.com/datasets/GARC::housing-tenure-by-beltline-areas-2019
Housing Rent (by Laureus boundary) 2019	https://hub.arcgis.com/datasets/GARC::housing-rent-by-laureus-boundary-2019
Housing Rent (by Regional Commission) 2019	https://hub.arcgis.com/datasets/GARC::housing-rent-by-regional-commission-2019
Housing Rent (by Strong, Prosperous, And Resilient Communities Challenge) 2019	https://hub.arcgis.com/datasets/GARC::housing-rent-by-strong-prosperous-and-resilient-communities-challenge-2019
Housing Rent (by Georgia House) 2019	https://hub.arcgis.com/datasets/GARC::housing-rent-by-georgia-house-2019
Housing Rent (by Georgia Senate) 2019	https://hub.arcgis.com/datasets/GARC::housing-rent-by-georgia-senate-2019
Housing Rent (by Dekalb Sustainable Neighborhood Initiative) 2019	https://hub.arcgis.com/datasets/GARC::housing-rent-by-dekalb-sustainable-neighborhood-initiative-2019
Housing Rent (by Super District) 2019	https://hub.arcgis.com/datasets/GARC::housing-rent-by-super-district-2019
Housing Characteristics (by BeltLine Study Areas) 2019	https://hub.arcgis.com/datasets/GARC::housing-characteristics-by-beltline-study-areas-2019
Housing Characteristics (by City) 2019	https://hub.arcgis.com/datasets/GARC::housing-characteristics-by-city-2019
Housing Characteristics (by ARC 20 County) 2019	https://hub.arcgis.com/datasets/GARC::housing-characteristics-by-arc-20-county-2019
Housing Characteristics (by Dekalb Sustainable Neighborhood Initiative) 2019	https://hub.arcgis.com/datasets/GARC::housing-characteristics-by-dekalb-sustainable-neighborhood-initiative-2019
Housing Characteristics (by Atlanta Neighborhood Statistical Areas E02 and E06) 2019	https://hub.arcgis.com/datasets/GARC::housing-characteristics-by-atlanta-neighborhood-statistical-areas-e02-and-e06-2019
Housing Characteristics (by State of Georgia) 2019	https://hub.arcgis.com/datasets/GARC::housing-characteristics-by-state-of-georgia-2019
Housing Characteristics (by Atlanta Neighborhood Statistical Areas) 2019	https://hub.arcgis.com/datasets/GARC::housing-characteristics-by-atlanta-neighborhood-statistical-areas-2019
Housing Characteristics (by BeltLine Areas) 2019	https://hub.arcgis.com/datasets/GARC::housing-characteristics-by-beltline-areas-2019
Housing Affordability (by Georgia Senate) 2019	https://hub.arcgis.com/datasets/GARC::housing-affordability-by-georgia-senate-2019
Housing Affordability (by Census Tract) 2019	https://hub.arcgis.com/datasets/GARC::housing-affordability-by-census-tract-2019
Housing Affordability (by Laureus boundary) 2019	https://hub.arcgis.com/datasets/GARC::housing-affordability-by-laureus-boundary-2019
Housing Affordability (by ARC 20 County) 2019	https://hub.arcgis.com/datasets/GARC::housing-affordability-by-arc-20-county-2019
Housing Affordability (by Atlanta Neighborhood Statistical Areas E02 and E06) 2019	https://hub.arcgis.com/datasets/GARC::housing-affordability-by-atlanta-neighborhood-statistical-areas-e02-and-e06-2019
Housing Affordability (by Super District) 2019	https://hub.arcgis.com/datasets/GARC::housing-affordability-by-super-district-2019
Housing Affordability (by Georgia House) 2019	https://hub.arcgis.com/datasets/GARC::housing-affordability-by-georgia-house-2019
Housing Affordability (by County) 2019	https://hub.arcgis.com/datasets/GARC::housing-affordability-by-county-2019
Housing Affordability (by Westside Future Fund) 2019	https://hub.arcgis.com/datasets/GARC::housing-affordability-by-westside-future-fund-2019
Housing Affordability (by Dekalb Sustainable Neighborhood Initiative) 2019	https://hub.arcgis.com/datasets/GARC::housing-affordability-by-dekalb-sustainable-neighborhood-initiative-2019
Worker Type (by Strong, Prosperous, And Resilient Communities Challenge) 2019	https://hub.arcgis.com/datasets/GARC::worker-type-by-strong-prosperous-and-resilient-communities-challenge-2019
Worker Type Worker Type (by US Congress) 2019	https://hub.arcgis.com/datasets/GARC::worker-type-worker-type-by-us-congress-2019
Worker Type (by Georgia Senate) 2019	https://hub.arcgis.com/datasets/GARC::worker-type-by-georgia-senate-2019
Worker Type (by State of Georgia) 2019	https://hub.arcgis.com/datasets/GARC::worker-type-by-state-of-georgia-2019
Worker Type (by BeltLine Study Areas) 2019	https://hub.arcgis.com/datasets/GARC::worker-type-by-beltline-study-areas-2019
Poverty (by Georgia House) 2019	https://hub.arcgis.com/datasets/GARC::poverty-by-georgia-house-2019
Poverty (by Census Tract) 2019	https://hub.arcgis.com/datasets/GARC::poverty-by-census-tract-2019
Poverty (by BeltLine Areas) 2019	https://hub.arcgis.com/datasets/GARC::poverty-by-beltline-areas-2019
Poverty (by US Congress) 2019	https://hub.arcgis.com/datasets/GARC::poverty-by-us-congress-2019
Poverty (by Super District) 2019	https://hub.arcgis.com/datasets/GARC::poverty-by-super-district-2019
Poverty (by County) 2019	https://hub.arcgis.com/datasets/GARC::poverty-by-county-2019
Poverty (by ARC 20 County) 2019	https://hub.arcgis.com/datasets/GARC::poverty-by-arc-20-county-2019
Poverty (by Atlanta Neighborhood Planning Unit S, T, and V) 2019	https://hub.arcgis.com/datasets/GARC::poverty-by-atlanta-neighborhood-planning-unit-s-t-and-v-2019
Poverty (by Atlanta Neighborhood Statistical Areas E02 and E06) 2019	https://hub.arcgis.com/datasets/GARC::poverty-by-atlanta-neighborhood-statistical-areas-e02-and-e06-2019
Poverty (by Regional Commission) 2019	https://hub.arcgis.com/datasets/GARC::poverty-by-regional-commission-2019
Poverty (by City) 2019	https://hub.arcgis.com/datasets/GARC::poverty-by-city-2019
Occupations (by Super District) 2019	https://hub.arcgis.com/datasets/GARC::occupations-by-super-district-2019
Occupations (by Census Tract) 2019	https://hub.arcgis.com/datasets/GARC::occupations-by-census-tract-2019
Occupations (by BeltLine Areas) 2019	https://hub.arcgis.com/datasets/GARC::occupations-by-beltline-areas-2019
Occupations (by BeltLine Study Areas) 2019	https://hub.arcgis.com/datasets/GARC::occupations-by-beltline-study-areas-2019
Occupations (by ARC 20 County) 2019	https://hub.arcgis.com/datasets/GARC::occupations-by-arc-20-county-2019
Occupations (by City) 2019	https://hub.arcgis.com/datasets/GARC::occupations-by-city-2019
Occupations (by Strong, Prosperous, And Resilient Communities Challenge) 2019	https://hub.arcgis.com/datasets/GARC::occupations-by-strong-prosperous-and-resilient-communities-challenge-2019
Occupations (by County) 2019	https://hub.arcgis.com/datasets/GARC::occupations-by-county-2019
Occupations (by US Congress) 2019	https://hub.arcgis.com/datasets/GARC::occupations-by-us-congress-2019
Occupations (by Atlanta Neighborhood Statistical Areas E02 and E06) 2019	https://hub.arcgis.com/datasets/GARC::occupations-by-atlanta-neighborhood-statistical-areas-e02-and-e06-2019
Industry (by Atlanta Neighborhood Statistical Areas E02 and E06) 2019	https://hub.arcgis.com/datasets/GARC::industry-by-atlanta-neighborhood-statistical-areas-e02-and-e06-2019
Industry (by Westside Future Fund) 2019	https://hub.arcgis.com/datasets/GARC::industry-by-westside-future-fund-2019
Industry (by BeltLine Study Areas) 2019	https://hub.arcgis.com/datasets/GARC::industry-by-beltline-study-areas-2019
Industry (by Georgia House) 2019	https://hub.arcgis.com/datasets/GARC::industry-by-georgia-house-2019
Industry (by Dekalb Sustainable Neighborhood Initiative) 2019	https://hub.arcgis.com/datasets/GARC::industry-by-dekalb-sustainable-neighborhood-initiative-2019
Industry (by Georgia Senate) 2019	https://hub.arcgis.com/datasets/GARC::industry-by-georgia-senate-2019
Industry (by City) 2019	https://hub.arcgis.com/datasets/GARC::industry-by-city-2019
Industry (by US Congress) 2019	https://hub.arcgis.com/datasets/GARC::industry-by-us-congress-2019
Industry (by Laureus boundary) 2019	https://hub.arcgis.com/datasets/GARC::industry-by-laureus-boundary-2019
Industry (by County) 2019	https://hub.arcgis.com/datasets/GARC::industry-by-county-2019
Industry (by Census Tract) 2019	https://hub.arcgis.com/datasets/GARC::industry-by-census-tract-2019
Industry (by ARC 20 County) 2019	https://hub.arcgis.com/datasets/GARC::industry-by-arc-20-county-2019
Income (by Atlanta Neighborhood Planning Unit S, T, and V) 2019	https://hub.arcgis.com/datasets/GARC::income-by-atlanta-neighborhood-planning-unit-s-t-and-v-2019
Income (by Dekalb Sustainable Neighborhood Initiative) 2019	https://hub.arcgis.com/datasets/GARC::income-by-dekalb-sustainable-neighborhood-initiative-2019
Income (by Regional Commission) 2019	https://hub.arcgis.com/datasets/GARC::income-by-regional-commission-2019
Income (by County) 2019	https://hub.arcgis.com/datasets/GARC::income-by-county-2019
Income (by US Congress) 2019	https://hub.arcgis.com/datasets/GARC::income-by-us-congress-2019
Income (by Census Tract) 2019	https://hub.arcgis.com/datasets/GARC::income-by-census-tract-2019
Income (by Atlanta Neighborhood Statistical Areas E02 and E06) 2019	https://hub.arcgis.com/datasets/GARC::income-by-atlanta-neighborhood-statistical-areas-e02-and-e06-2019
Income (by Laureus boundary) 2019	https://hub.arcgis.com/datasets/GARC::income-by-laureus-boundary-2019
Income (by Georgia Senate) 2019	https://hub.arcgis.com/datasets/GARC::income-by-georgia-senate-2019
Health Insurance (by BeltLine Study Areas) 2019	https://hub.arcgis.com/datasets/GARC::health-insurance-by-beltline-study-areas-2019
Health Insurance (by Atlanta Neighborhood Planning Unit S, T, and V) 2019	https://hub.arcgis.com/datasets/GARC::health-insurance-by-atlanta-neighborhood-planning-unit-s-t-and-v-2019
Health Insurance (by ARC 20 County) 2019	https://hub.arcgis.com/datasets/GARC::health-insurance-by-arc-20-county-2019
Health Insurance (by Georgia House) 2019	https://hub.arcgis.com/datasets/GARC::health-insurance-by-georgia-house-2019
Health Insurance (by Strong, Prosperous, And Resilient Communities Challenge) 2019	https://hub.arcgis.com/datasets/GARC::health-insurance-by-strong-prosperous-and-resilient-communities-challenge-2019
Health Insurance (by BeltLine Areas) 2019	https://hub.arcgis.com/datasets/GARC::health-insurance-by-beltline-areas-2019
Health Insurance (by Laureus boundary) 2019	https://hub.arcgis.com/datasets/GARC::health-insurance-by-laureus-boundary-2019
Health Insurance (by Regional Commission) 2019	https://hub.arcgis.com/datasets/GARC::health-insurance-by-regional-commission-2019
Health Insurance (by Super District) 2019	https://hub.arcgis.com/datasets/GARC::health-insurance-by-super-district-2019
Health Insurance (by Georgia Senate) 2019	https://hub.arcgis.com/datasets/GARC::health-insurance-by-georgia-senate-2019
Commuting (by Atlanta Neighborhood Planning Unit S, T, and V) 2019	https://hub.arcgis.com/datasets/GARC::commuting-by-atlanta-neighborhood-planning-unit-s-t-and-v-2019
Commuting (by BeltLine Areas) 2019	https://hub.arcgis.com/datasets/GARC::commuting-by-beltline-areas-2019
Commuting (by Super District) 2019	https://hub.arcgis.com/datasets/GARC::commuting-by-super-district-2019
Commuting (by ARC 20 County) 2019	https://hub.arcgis.com/datasets/GARC::commuting-by-arc-20-county-2019
Unemployment (by Westside Future Fund) 2019	https://hub.arcgis.com/datasets/GARC::unemployment-by-westside-future-fund-2019
Unemployment (by Laureus boundary) 2019	https://hub.arcgis.com/datasets/GARC::unemployment-by-laureus-boundary-2019
Unemployment (by BeltLine Areas) 2019	https://hub.arcgis.com/datasets/GARC::unemployment-by-beltline-areas-2019
Unemployment (by Strong, Prosperous, And Resilient Communities Challenge) 2019	https://hub.arcgis.com/datasets/GARC::unemployment-by-strong-prosperous-and-resilient-communities-challenge-2019
Unemployment (by City) 2019	https://hub.arcgis.com/datasets/GARC::unemployment-by-city-2019
Unemployment (by Atlanta Neighborhood Statistical Areas E02 and E06) 2019	https://hub.arcgis.com/datasets/GARC::unemployment-by-atlanta-neighborhood-statistical-areas-e02-and-e06-2019
DemographicByRace (by Zip Code) 2019	https://hub.arcgis.com/datasets/GARC::demographicbyrace-by-zip-code-2019
Change 2000 – 2019 (by Zip Code) 2019	https://hub.arcgis.com/datasets/GARC::change-2000-2019-by-zip-code-2019
Race/Ethnicity (by Zip Code) 2019	https://hub.arcgis.com/datasets/GARC::race-ethnicity-by-zip-code-2019
EconomicByRace (by Georgia Senate) 2019	https://hub.arcgis.com/datasets/GARC::economicbyrace-by-georgia-senate-2019
SocialByRace (by Georgia Senate) 2019	https://hub.arcgis.com/datasets/GARC::socialbyrace-by-georgia-senate-2019
HousingByRace (by Georgia Senate) 2019	https://hub.arcgis.com/datasets/GARC::housingbyrace-by-georgia-senate-2019
Change 2010 – 2019 (by Georgia Senate) 2019	https://hub.arcgis.com/datasets/GARC::change-2010-2019-by-georgia-senate-2019
Change 2000 – 2019 (by Georgia Senate) 2019	https://hub.arcgis.com/datasets/GARC::change-2000-2019-by-georgia-senate-2019
Foreign Born (by Georgia Senate) 2019	https://hub.arcgis.com/datasets/GARC::foreign-born-by-georgia-senate-2019
Disability (by Georgia Senate) 2019	https://hub.arcgis.com/datasets/GARC::disability-by-georgia-senate-2019
Veterans (by Georgia Senate) 2019	https://hub.arcgis.com/datasets/GARC::veterans-by-georgia-senate-2019
Grandparents (by Georgia Senate) 2019	https://hub.arcgis.com/datasets/GARC::grandparents-by-georgia-senate-2019
Population by Sex and Age (by Georgia Senate) 2019	https://hub.arcgis.com/datasets/GARC::population-by-sex-and-age-by-georgia-senate-2019
Race/Ethnicity (by Georgia Senate) 2019	https://hub.arcgis.com/datasets/GARC::race-ethnicity-by-georgia-senate-2019
Population (by Georgia Senate) 2019	https://hub.arcgis.com/datasets/GARC::population-by-georgia-senate-2019
SocialByRace (by Georgia House) 2019	https://hub.arcgis.com/datasets/GARC::socialbyrace-by-georgia-house-2019
EconomicByRace (by Georgia House) 2019	https://hub.arcgis.com/datasets/GARC::economicbyrace-by-georgia-house-2019
Change 2000 – 2019 (by Georgia House) 2019	https://hub.arcgis.com/datasets/GARC::change-2000-2019-by-georgia-house-2019
Foreign Born (by Georgia House) 2019	https://hub.arcgis.com/datasets/GARC::foreign-born-by-georgia-house-2019
School Enrollment (by Georgia House) 2019	https://hub.arcgis.com/datasets/GARC::school-enrollment-by-georgia-house-2019
Race/Ethnicity (by Georgia House) 2019	https://hub.arcgis.com/datasets/GARC::race-ethnicity-by-georgia-house-2019
EconomicByRace (by County) 2019	https://hub.arcgis.com/datasets/GARC::economicbyrace-by-county-2019
SocialByRace (by County) 2019	https://hub.arcgis.com/datasets/GARC::socialbyrace-by-county-2019
Change 2000 – 2019 (by County) 2019	https://hub.arcgis.com/datasets/GARC::change-2000-2019-by-county-2019
Migration (by County) 2019	https://hub.arcgis.com/datasets/GARC::migration-by-county-2019
Grandparents (by County) 2019	https://hub.arcgis.com/datasets/GARC::grandparents-by-county-2019
School Enrollment (by County) 2019	https://hub.arcgis.com/datasets/GARC::school-enrollment-by-county-2019
Race/Ethnicity (by County) 2019	https://hub.arcgis.com/datasets/GARC::race-ethnicity-by-county-2019
Population by Sex and Age (by County) 2019	https://hub.arcgis.com/datasets/GARC::population-by-sex-and-age-by-county-2019
Disability (by County) 2019	https://hub.arcgis.com/datasets/GARC::disability-by-county-2019
EconomicByRace (by Atlanta Neighborhood Statistical Areas) 2019	https://hub.arcgis.com/datasets/GARC::economicbyrace-by-atlanta-neighborhood-statistical-areas-2019
Change 2000 – 2019 (by Atlanta Neighborhood Statistical Areas) 2019	https://hub.arcgis.com/datasets/GARC::change-2000-2019-by-atlanta-neighborhood-statistical-areas-2019
Population (by Atlanta Neighborhood Statistical Areas) 2019	https://hub.arcgis.com/datasets/GARC::population-by-atlanta-neighborhood-statistical-areas-2019
SocialByRace (by Atlanta Neighborhood Statistical Areas) 2019	https://hub.arcgis.com/datasets/GARC::socialbyrace-by-atlanta-neighborhood-statistical-areas-2019
Population by Sex and Age (by Atlanta Neighborhood Statistical Areas) 2019	https://hub.arcgis.com/datasets/GARC::population-by-sex-and-age-by-atlanta-neighborhood-statistical-areas-2019
SocialByRace (by Atlanta Neighborhood Planning Unit) 2019	https://hub.arcgis.com/datasets/GARC::socialbyrace-by-atlanta-neighborhood-planning-unit-2019
EconomicByRace (by Atlanta Neighborhood Planning Unit) 2019	https://hub.arcgis.com/datasets/GARC::economicbyrace-by-atlanta-neighborhood-planning-unit-2019
Population by Sex and Age (by Atlanta Neighborhood Planning Unit) 2019	https://hub.arcgis.com/datasets/GARC::population-by-sex-and-age-by-atlanta-neighborhood-planning-unit-2019
Race/Ethnicity (by Atlanta Neighborhood Planning Unit) 2019	https://hub.arcgis.com/datasets/GARC::race-ethnicity-by-atlanta-neighborhood-planning-unit-2019
Population (by Atlanta Neighborhood Planning Unit) 2019	https://hub.arcgis.com/datasets/GARC::population-by-atlanta-neighborhood-planning-unit-2019
DemographicByRace (by Atlanta City Council District) 2019	https://hub.arcgis.com/datasets/GARC::demographicbyrace-by-atlanta-city-council-district-2019
SocialByRace (by Atlanta City Council District) 2019	https://hub.arcgis.com/datasets/GARC::socialbyrace-by-atlanta-city-council-district-2019
HousingByRace (by Atlanta City Council District) 2019	https://hub.arcgis.com/datasets/GARC::housingbyrace-by-atlanta-city-council-district-2019
Change 2000 – 2019 (by Atlanta City Council District) 2019	https://hub.arcgis.com/datasets/GARC::change-2000-2019-by-atlanta-city-council-district-2019
EconomicByRace (by City) 2019	https://hub.arcgis.com/datasets/GARC::economicbyrace-by-city-2019
DemographicByRace (by City) 2019	https://hub.arcgis.com/datasets/GARC::demographicbyrace-by-city-2019
SocialByRace (by City) 2019	https://hub.arcgis.com/datasets/GARC::socialbyrace-by-city-2019
Change 2000 – 2019 (by City) 2019	https://hub.arcgis.com/datasets/GARC::change-2000-2019-by-city-2019
School Enrollment (by City) 2019	https://hub.arcgis.com/datasets/GARC::school-enrollment-by-city-2019
Migration (by City) 2019	https://hub.arcgis.com/datasets/GARC::migration-by-city-2019
Foreign Born (by City) 2019	https://hub.arcgis.com/datasets/GARC::foreign-born-by-city-2019
Disability (by City) 2019	https://hub.arcgis.com/datasets/GARC::disability-by-city-2019
Educational Attainment (by City) 2019	https://hub.arcgis.com/datasets/GARC::educational-attainment-by-city-2019
Population (by City) 2019	https://hub.arcgis.com/datasets/GARC::population-by-city-2019
Population by Sex and Age (by City) 2019	https://hub.arcgis.com/datasets/GARC::population-by-sex-and-age-by-city-2019
DemographicByRace (by Census Tract) 2019	https://hub.arcgis.com/datasets/GARC::demographicbyrace-by-census-tract-2019
EconomicByRace (by Census Tract) 2019	https://hub.arcgis.com/datasets/GARC::economicbyrace-by-census-tract-2019
Change 2000 – 2019 (by Census Tract) 2019	https://hub.arcgis.com/datasets/GARC::change-2000-2019-by-census-tract-2019
Change 2010 – 2019 (by Census Tract) 2019	https://hub.arcgis.com/datasets/GARC::change-2010-2019-by-census-tract-2019
Foreign Born (by Census Tract) 2019	https://hub.arcgis.com/datasets/GARC::foreign-born-by-census-tract-2019
Educational Attainment (by Census Tract) 2019	https://hub.arcgis.com/datasets/GARC::educational-attainment-by-census-tract-2019
Grandparents (by Census Tract) 2019	https://hub.arcgis.com/datasets/GARC::grandparents-by-census-tract-2019
School Enrollment (by Census Tract) 2019	https://hub.arcgis.com/datasets/GARC::school-enrollment-by-census-tract-2019
Family Type (by Census Tract) 2019	https://hub.arcgis.com/datasets/GARC::family-type-by-census-tract-2019
Population (by Census Tract) 2019	https://hub.arcgis.com/datasets/GARC::population-by-census-tract-2019
Race/Ethnicity (by Census Tract) 2019	https://hub.arcgis.com/datasets/GARC::race-ethnicity-by-census-tract-2019
Opportunity Youth (by State of Georgia) 2019	https://hub.arcgis.com/datasets/GARC::opportunity-youth-by-state-of-georgia-2019
Opportunity Youth (by Laureus boundary) 2019	https://hub.arcgis.com/datasets/GARC::opportunity-youth-by-laureus-boundary-2019
Opportunity Youth (by Atlanta Neighborhood Statistical Areas E02 and E06) 2019	https://hub.arcgis.com/datasets/GARC::opportunity-youth-by-atlanta-neighborhood-statistical-areas-e02-and-e06-2019
Opportunity Youth (by Strong, Prosperous, And Resilient Communities Challenge) 2019	https://hub.arcgis.com/datasets/GARC::opportunity-youth-by-strong-prosperous-and-resilient-communities-challenge-2019
Opportunity Youth (by Super District) 2019	https://hub.arcgis.com/datasets/GARC::opportunity-youth-by-super-district-2019
Opportunity Youth (by BeltLine) 2019	https://hub.arcgis.com/datasets/GARC::opportunity-youth-by-beltline-2019
Opportunity Youth (by US Congress) 2019	https://hub.arcgis.com/datasets/GARC::opportunity-youth-by-us-congress-2019
Linguistic Isolation (by Regional Commission) 2019	https://hub.arcgis.com/datasets/GARC::linguistic-isolation-by-regional-commission-2019
Linguistic Isolation (by Atlanta Neighborhood Statistical Areas E02 and E06) 2019	https://hub.arcgis.com/datasets/GARC::linguistic-isolation-by-atlanta-neighborhood-statistical-areas-e02-and-e06-2019
Foreign Born (by State of Georgia) 2019	https://hub.arcgis.com/datasets/GARC::foreign-born-by-state-of-georgia-2019
Foreign Born (by Atlanta Neighborhood Planning Unit S, T, and V) 2019	https://hub.arcgis.com/datasets/GARC::foreign-born-by-atlanta-neighborhood-planning-unit-s-t-and-v-2019
Foreign Born (by BeltLine Areas) 2019	https://hub.arcgis.com/datasets/GARC::foreign-born-by-beltline-areas-2019
Foreign Born (by ARC 20 County) 2019	https://hub.arcgis.com/datasets/GARC::foreign-born-by-arc-20-county-2019
Foreign Born (by Laureus boundary) 2019	https://hub.arcgis.com/datasets/GARC::foreign-born-by-laureus-boundary-2019
Foreign Born (by Westside Future Fund) 2019	https://hub.arcgis.com/datasets/GARC::foreign-born-by-westside-future-fund-2019
Foreign Born (by US Congress) 2019	https://hub.arcgis.com/datasets/GARC::foreign-born-by-us-congress-2019
Foreign Born (by BeltLine Study Areas) 2019	https://hub.arcgis.com/datasets/GARC::foreign-born-by-beltline-study-areas-2019
Migration (by Laureus boundary) 2019	https://hub.arcgis.com/datasets/GARC::migration-by-laureus-boundary-2019

2 Quick Ways to get Data for GIS Learning Projects

Introduction

What is data for GIS?

How many types of data generally?

What type of data is used in GIS projects?

What are the sources of data collection for GIS?