US Housing Forecast & Economic Indicators

Aterio’s **US Housing Forecast & Economic Indicators** dataset provides a comprehensive view of current housing conditions and forward-looking housing demand projections across the United States. Designed at a granular **ZIP code level**, the dataset integrates historical housing inventory, ownership and rental dynamics, affordability, income distribution, labor market indicators, and economic activity to support long-term housing and market analysis through 2030.

The dataset emphasizes distinctions between **owner-occupied and renter-occupied housing**, vacancy dynamics, income stratification, and housing affordability, while incorporating forward-looking **estimated housing demand from 2024 to 2030**. These projections are informed by population trends, economic signals, and proprietary machine learning models.

Curated from authoritative public sources—including U.S. Census Bureau data, Department of Housing and Urban Development (HUD) records, academic research, and economic indicators—this dataset is enhanced with proprietary modeling and monthly updates to ensure accuracy and relevance.

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## Primary Fields Included:

- Zip Codes
- Aterio Unique ID
- County
- City
- CBSAs
- State
- Latitude/Longitude

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## Why Choose Aterio?

- **Precise Projections:** Gain confidence in future housing demand insights, enabling informed investment decisions.
- **Monthly Updates:** Stay updated with regular data refreshes, ensuring your strategies remain aligned with the latest trends.
- **Estimation for 2030:** Plan long-term investments with housing needs estimates focused on 2030.
- **Comprehensive Coverage:** Access nationwide data across 41,000 US zip codes, supporting diverse market investment decisions.

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