Data sources

Esri partners with authoritative producers and aggregators of demographic and places data from around the globe; Esri creates datasets and product derivatives based on content supplied from these partnerships.

See each data source page for more information, such as methodology statements, data catalogs, and supporting resources.

The following is a list of data sources:

Data source	Country
AIS Group (Aplicaciones de Inteligencia Artificial, SA)	Spain
Applied Geographic Solutions (AGS)	United States
Australian Bureau of Statistics	Australia
Data Axle	Canada; United States
Environics Analytics	Canada
Esri	United States
Esri France	France
Esri India	India
Esri Japan	Japan
Esri Thailand	Thailand
Foursquare	Global (170+ countries)
Kalibrate	United States
Michael Bauer Research GmbH	Global (170+ countries)
MRI-Simmons	United States
National Institute of Statistics and Geography (INEGI)	Mexico
National Statistical Directory of Economic Units (DENUE)	Mexico
Nexiga	Germany
NOSTRA	Thailand
SafeGraph	Canada; Puerto Rico; United States
Stats NZ Tatauranga Aotearoa	New Zealand
U.S. Bureau of Labor Statistics (BLS)	United States
U.S. Census Bureau	Puerto Rico; United States
U.S. Census Bureau's American Community Survey (ACS)	Puerto Rico; United States

Note:

In November 2024, Esri discontinued the Advanced Demographics dataset sourced from data supplied by 4orange for the Netherlands. For this region, the Esri Standard Demographics dataset sourced from data supplied by Michael Bauer Research GmbH remains available.