Advanced Demographics

Advanced Demographics data categories expand on the levels of geography or available data in a data category.

The following table lists countries for which Esri provides Advanced Demographics variables in each data category, sourced by a number of data providers.

Note:

Similar variables may be categorized differently based on the data provider (source) who provided the variable and their methodologies. For example, you may find variables related to residency status in the Language-Immigration category for one country, such as Country of Birth for Australia, but in the Population category for another, such as National Origins for Spain.

Data category	Australia	Canada	France	Germany	India	Japan	Mexico	Netherlands ¹	New Zealand	Puerto Rico	Spain	Thailand	United States
Population
Income
Age
Households
Housing
Health
Education
Business
Race/Ethnicity
Retail Centrality
Spending
Behaviors
Psychographics
Jobs
Poverty
Marital Status
Language-Immigration
Market Segmentation
At Risk
Key Facts
Retail Demand
Policy
Crime

Note:

¹ In late October 2024, Esri will discontinue the Advanced Demographics data offering sourced from 4orange for the Netherlands. Customers should prepare to transition their workflows and processes to Esri's Standard Demographics data sourced from Michael Bauer Research GmbH as an alternative dataset for this region. Visit Netherlands Standard Demographics for more information.