Flagship pack
US Housing Activity Monthly Data Pack – Five Year 2021-2025
Five years of official U.S. housing activity data in one monthly dataset, built so you can read permits, starts, completions, sales and price context without stitching releases together every time.
Pack facts
- Rows: 2,640
- Series: 10
- Variants: 12
- Horizon: 2021-2025
- Best for: recurring housing analysis
Pricing by license
The housing pack files stay materially the same across all three licenses. What changes is the allowed use, not the core delivery assets.
- Basic: USD 129 for 1 named user, solo evaluation, editorial or independent research use.
- Pro: USD 259 for up to 5 named users inside one organization for internal commercial use.
- Commercial: USD 419 for up to 15 named users plus client-facing derived outputs without transferring the raw files.
- Five-year 2021-2025 is the core operating horizon for this family.
What this pack helps you do
- You need one monthly structure connecting permits, starts, completions and new home sales.
- You want to read the housing cycle without stitching several raw releases together.
- You need a defendable housing dataset for commentary, modeling or internal tracking.
What is included
- Main CSV dataset
- Main Parquet dataset
- Free sample CSV
- Series dictionary
- Reproducible notebook
- Three preview charts
- Coverage report and validation summary
- Technical README
Who this pack is for
- Housing analysts and real-estate researchers who need one defendable monthly cycle structure.
- Finance, strategy and operating teams that want permits, starts, completions and sales in one reusable dataset.
- Builders and commentators who need documented housing activity data without rebuilding the raw workflow.
What to verify before you buy
- This route covers 2021-2025, not a ten-year research horizon.
- The sample confirms structure and documentation style, but the full pack carries the complete delivery layer.
- Methodology explains source stitching and validation, while licenses matter when the output will be shared beyond one evaluator.
Core coverage
- Building permits total and single-family annual rate
- Housing starts total and single-family annual rate
- Housing completions total and single-family annual rate
- New home sales annual rate
- New homes for sale
- Months supply
- Median sales price
Trust layer
- Built from official U.S. Census Bureau New Residential Construction and New Residential Sales releases.
- Validated for duplicate rows, null values and monthly coverage before packaging.
- Representative assets already available in repo: README, sample CSV and 3 preview PNGs.
This route keeps scope, documentation and licensing visible so teams can evaluate fit before committing to the full pack.