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Open datasets, fully documented — searchable here, and readable by any LLM.

2 datasets

rents
  • US Housing-Vacancy Signals (derived)

    US housing-vacancy signals (market tightness)

    Quarterly US housing-vacancy signals from the Census Bureau (FRED RRVRUSQ156N rental vacancy and RHVRUSQ156N homeowner vacancy, 1956-Q1 ->): 1-year momentum, year-on-year change, 4-quarter volatility, 3-sigma anomaly flags, naive-drift forecasts, 5-year z-scores, a tight-rental-market (<7%) flag, and an elevated-homeowner-vacancy (>=2.5%) flag. The tightness lens on US housing — the direct gauge of supply/demand balance — complementing housing-signals (construction, prices, mortgage rates). All rows normalized to country_code USA. Raw series: U.S. Census Bureau (Housing Vacancy Survey) via FRED.

    • housing
    • vacancy
    • rental
    • tightness
    rows
    564
    Quality
    96
    Updated
    Sep 22, 2026
    Fresh
    License
    Commercial use OK
  • Zillow Research

    US metro rent-pressure intelligence (monthly, Zillow ZORI)

    Monthly US metro rent-pressure intelligence from Zillow Research's Zillow Observed Rent Index (ZORI), metro grain (keyless public CSV, 749 US metros + national reference, 2015-01 -> present, smoothed typical asking rents in $/mo). Per (month, metro): asking-rent level, month-over-month, 12-month and 3-month-annualized momentum, acceleration in percentage points, deviation from the national asking rent, per-month cross-sectional dense rank / percentile / z-score of rent growth, a documented 0-100 rent-pressure score (fast vs peers + expensive vs nation + accelerating) with pressure tiers, and hot/cold/cooling/36-month-record flags. Upstream coverage gaps stay null, never imputed. The rent-burden complement to the housing-price panels: rising asking rents squeeze household discretionary spend (Shopify demand), flag churn/pause risk (Stripe subscriptions), and heat-map sales territories (HubSpot) — joinable on ISO month + metro. Zillow aggregate data reused under the Zillow Terms of Use (non-personal market-analysis use of aggregate data with "Data Provided by Zillow Group" attribution); source: Zillow Research.

    • housing
    • rent
    • rents
    • us
    rows
    53,449
    Quality
    91
    Updated
    Sep 30, 2026
    Fresh
    License
    License unclear

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