Introduction to Places data

Places, also known as points of interest (POIs), are geographic locations represented by a single latitude-longitude point. A place may be a business, a government building such as a post office, a landmark like the Eiffel Tower, or a natural feature such as a lake or a trail head.

ArcGIS Places data provides authoritative information about locations that can be used as a stand-alone foundation for visualization for analysis or can be used in the context of other types of data, such as Esri Demographics data and imagery data.

Knowing about the places that exist in your area of interest can inform geographic analysis and decision making, helping you answer questions such as the following:

  • Where is the nearest pharmacy from this hospital that is currently open?
  • How far is a competitor's store from my business?
  • What is the demographic profile of the census tract the place falls in?
  • Where are the most popular Italian restaurants near my current location?
  • Is this place located in a flood zone or within range of other natural hazards?

Access Places data

ArcGIS Places data is derived from data sourced from a variety of trusted providers; data availability, the level of detail available, and the update frequency varies by provider. The overall regional coverage provided by Places data is nearly global.

To learn more about changes and updates to ArcGIS Places data, visit What's new.

Caution:
The use of Places data requires that you access it using licensed ArcGIS products through one of three available access methods: ArcGIS Platform, ArcGIS Online, or install the data locally. Local data installations require the purchase of a Places dataset bundle. Product licenses, access methods, and dataset bundles each have associated costs. See the product documentation in the tables below for licensing and product usage details. See the ArcGIS Online Credits by capability topic or the ArcGIS Platform Pricing topic to learn more about the costs associated with accessing Places data when performing tasks such as exporting places with a business search, finding nearby locations, creating and downloading reports, and creating or exporting infographics.

Places data is available in the following Esri products:

ArcGIS Pro with a Business Analyst license

Access method:

  • ArcGIS Online: all data sources
  • Local data with dataset bundle: available for Data Axle annual dataset and Esri India only

DocumentationRegional coverageSource of ArcGIS PlacesUpdate frequency

Canada, United States

Data Axle ¹

Annual

3 times per year

Canada, Puerto Rico, United States

SafeGraph

3 times per year

India

Esri India

Annual

170+ regions

Foursquare

3 times per year

Mexico

DENUE through INEGI

Annual

Thailand

NOSTRA through Esri Thailand

Annual

ArcGIS Pro

Access method:

  • ArcGIS Online

DocumentationRegional coverageSource of ArcGIS PlacesUpdate frequency

Canada, United States

Data Axle ¹

3 times per year

Canada, Puerto Rico, United States

SafeGraph

3 times per year

India

Esri India

Annual

170+ regions

Foursquare

3 times per year

Mexico

DENUE through INEGI

Annual

Thailand

NOSTRA through Esri Thailand

Annual

ArcGIS Business Analyst Enterprise

Access method:

  • Local data with dataset bundle

DocumentationRegional coverageSource of ArcGIS PlacesUpdate frequency

United States

Data Axle ¹

Annual

India

Esri India

Annual

ArcGIS Business Analyst Web App (BA) or ArcGIS Community Analyst (CA)

Access method:

  • ArcGIS Online

DocumentationRegional coverageSource of ArcGIS PlacesUpdate frequency

Canada, United States

Data Axle ¹

3 times per year

Canada, Puerto Rico, United States

SafeGraph

3 times per year

India

Esri India

Annual

170+ regions

Foursquare

3 times per year

Mexico

DENUE through INEGI

Annual

Thailand

NOSTRA through Esri Thailand

Annual

ArcGIS Experience Builder

Access method:

  • ArcGIS Platform
  • ArcGIS Online

DocumentationRegional coverageSource of ArcGIS PlacesUpdate frequency

Canada, United States

Data Axle ¹

3 times per year

Canada, Puerto Rico, United States

SafeGraph

3 times per year

India

Esri India

Annual

170+ regions

Foursquare

3 times per year

Mexico

DENUE through INEGI

Annual

Thailand

NOSTRA through Esri Thailand

Annual

ArcGIS Places

Access method:

  • ArcGIS Platform

DocumentationRegional coverageSource of ArcGIS PlacesUpdate frequency

170+ regions

Foursquare

3 times per year

¹ Data Axle provides only Business Locations

Attribute comparison

The following table compares the attributes available from all Places data providers. Not all attributes provide the same level of detail for the same number of data points.

AttributeDescriptionData AxleDENUEEsri IndiaFoursquareNOSTRASafeGraph

Place, company, or business name

The name by which a place or business is known.

Yes

Yes

Yes

Yes

Yes

Yes

Brand

Any brand name affiliated with the business, when applicable.

Yes

Yes

Yes

Category

Industry-related category code.

Yes

Yes

Yes

Yes

NAICS code

North American Industry Classification System (NAICS) code.

Yes

Yes

Yes

Yes

SIC code

Standard Industrial Classification (SIC) code.

Yes

Detailed location information

The address, town, or geographic details associated with a place or business. Some data providers include more granular address information. See individual data provider topics for details.

Yes

Yes

Yes

Yes

Yes

Yes

Landmark

Known landmarks near the place or business.

Yes

Yes

Location

Geographic coordinates for the place or alternative access points in WGS84 decimal degree format.

Yes

Yes

DMA

Designated Market Area (DMA), defined by Nielsen Media Research, used for marketing purposes. U.S. only.

Yes

Block ID

Geostatistical data, such as the AGEB ID, Block ID, a U.S. Census Block geoid value, or Uber H3 global hexagon identifier.

Yes

Yes

Chain, organization, or franchise

Any standardized chain (franchised business), organization, or direct headquarters affiliated with a place or business.

Yes

Yes

Yes

Confidence

Confidence that a place is open or in operation.

Yes

Yes

Hours

The hours of operation or weekly schedule information.

Yes

Yes

Yes

Contact

Phone, website, fax, email, or social media account information.

Yes

Yes

Yes

Yes

User feedback

Ratings, descriptions, price, and other user-provided content.

Yes

Professional specialty

Specialties within a line of business.

Yes

Square footage

The estimated square footage of the business.

Yes

Employee count

Number of employees.

Yes

Yes

Sales volume / assets

Estimated sales or assets.

Yes

Permanency

Establishes whether the place is fixed or semi-fixed, such as a street vendor.

Yes