Data tutorials

Explore Esri Demographics data through curated tutorials. View a variety of tutorials about Esri Demographics in the Tutorial Gallery.

Global Demographic data

Learn about global demographic data using the Learn essential demographic data skills tutorial series. The following demographics data tutorials are available in the series:

• Part 1: The story of data
• Part 2: Data about people
• Part 3: Work with spatial data
• Part 4: Pair demographic and spatial data

U.S. Demographic data

Learn how to understand U.S. demographic data using the Get started with U.S. Updated Demographics tutorial series. The following U.S. demographics data tutorials are available in the series:

• Part 1: Understanding the Updated Demographics portfolio
• Part 2: Explore lifestyle, behavioral, business, and Census data
• Part 3: Work with Updated Demographics
• Understanding Esri U.S. Geography

Learn how to interpret and use U.S. demographic data using the How to use and interpret U.S. Updated Demographics tutorial series. The following U.S. demographics data tutorials are available in the series:

• Use and interpret Esri Age Dependency Ratio data
• Use and interpret Esri Civilian Labor Force data
• Use and interpret Esri Daytime Population data
• Use and interpret Esri Diversity Index data
• Use and interpret Esri Economic Dependency Ratio data
• Use and interpret Esri Housing Affordability data
• Use and interpret Esri Income measures
• Use and interpret Esri Market Potential data
• Use and interpret Esri Socioeconomic Status Index data
• Use and interpret Esri Tapestry Segmentation data
• Use and interpret Esri Urbanicity Type

Learn about American Community Survey margins of error and how to use them in your maps using the Mapping with margins of error tutorial series. The following tutorials are available in the series:

• The importance of margins of error and mapping
• Effective ways to communicate margins of error through pop-ups
• Explore labeling to convey margins of error
• A straightforward approach to mapping margins of error
• Show significant differences between two ACS estimates
• Best practices for mapping numeric ranges or data with uncertainty
• How aggregation resolves reliability concerns for American Community Survey data