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.

Primary Fields Included:

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

Business Needs:

• Market Analysis: Identify ZIP codes with projected housing shortfalls or excess supply by 2030, supporting capital allocation, market entry strategies, and long-term investment planning.
• Real Estate: Assess housing availability, affordability, and demand dynamics to guide residential development, acquisition strategies, and rental market positioning.
• Housing and Urban Planning: Enable policymakers and planners to forecast housing needs, identify underserved areas, and design targeted housing and infrastructure initiatives.
• Location Intelligence & Data Enrichment: Provide accurate, localized housing and economic context for downstream analytics, modeling, and decision-making workflows.
• Rental Property Management: Rental property owners and managers can leverage housing demand insights to better understand population trends and housing needs. By analyzing data on projected household units, geographical mobility, and income status at the zip code level, they can optimize rental pricing, identify high-demand areas, and improve occupancy rates.
• Demographic and Housing Research: Support demographic, housing, and economic research through consistent historical data and forward-looking projections at a granular geographic level.

Why Choose Aterio ?

• Precise Projections: Dive into the future with confidence, as our dataset provides granular insights into anticipated housing demand, ensuring you make informed investment decisions.
• Monthly Updates: Stay ahead of the curve with regular dataset updates, keeping your strategies aligned with the latest data.
• Estimation: Plan strategically by estimating housing needs focused on the year 2030, enabling long-term investment planning.
• Comprehensive Coverage: Covering 41,000 US zip codes, our dataset offers nationwide coverage, supporting your investment decisions across diverse markets.