Score Snapshots
34,161
Source Snapshot
Data Sources and Refresh Status
HousingStabilityIQ scores use public, reproducible housing, rent, labor-market, inventory, and house-price data. This page exposes the current source vintages and refresh guardrails behind the active housing stability model.
Active Score Snapshot
2024
v3-2024-refresh-explainability
Generated 2026-07-10 12:24 UTC
Source Systems
5
Missing Components
0
Missing Drivers
0
Score Coverage
Active Model Health
CITY
30,973
Missing components: 0 · Missing drivers: 0
COUNTY
3,136
Missing components: 0 · Missing drivers: 0
NATION
1
Missing components: 0 · Missing drivers: 0
STATE
51
Missing components: 0 · Missing drivers: 0
ACS
American Community Survey
Affordability, ownership, and supply baseline
County and place-level housing, income, tenure, vacancy, value, and owner-cost inputs from ACS 5-year estimates.
Metrics
20
Rows
618,386
Locations
33,679
Latest Periods
2024 ACS 5-year · 308,6812023 ACS 5-year · 309,705
Refresh Status
Latest release: 2024-12-30 · Last ingested: 2026-05-08 21:24 UTC
ACS city ingest: Succeeded · 2026-05-08 21:24 UTC · 1,253 skipped
Future ACS refreshes require CENSUS_API_KEY; the current published score inputs already use 2020-2024 ACS 5-year data.
BLS
Bureau of Labor Statistics
Labor-market affordability context
County annual unemployment signal used as a local income-pressure context input.
Metrics
1
Rows
6,272
Locations
3,136
Latest Periods
2024 BLS annual · 3,1362023 BLS annual · 3,136
Refresh Status
Latest release: 2024-12-30 · Last ingested: 2026-05-08 21:25 UTC
BLS county ingest: Succeeded · 2026-05-08 21:25 UTC · 0 skipped · API key used
Run the BLS county readiness probe before using 2025 LAUS data in scores; 2025 county series can have missing monthly values.
HUD
HUD Housing Metrics
Rent-cost pressure context
County-level 2-bedroom Fair Market Rent signal used as a rental-cost pressure input.
Metrics
1
Rows
6,254
Locations
3,127
Latest Periods
2024 HUD FMR · 3,1272023 HUD FMR · 3,127
Refresh Status
Latest release: 2024-12-30 · Last ingested: 2026-07-08 13:01 UTC
HUD FMR ingest: Succeeded · 2026-07-08 13:01 UTC · 101 skipped
HUD FMR county rows are loaded from an official county workbook rather than silent carry-forward.
FHFA
FHFA House Price Index
Market volatility context
County house price movement signal from the FHFA House Price Index.
Metrics
1
Rows
5,566
Locations
2,793
Latest Periods
2024 FHFA annual · 2,7912023 FHFA annual · 2,775
Refresh Status
Latest release: 2024-12-30 · Last ingested: 2026-05-08 21:28 UTC
FHFA county HPI ingest: Succeeded · 2026-05-08 21:28 UTC · 4 skipped
Run the FHFA county readiness probe before mutating newer HPI rows; source access must pass because local DNS/source access has failed before.
CENSUS
Census Housing Inventory
Long-run housing inventory growth proxy
County housing-unit growth proxy derived from Census Population Estimates Program housing-unit estimates.
Metrics
1
Rows
6,250
Locations
3,125
Latest Periods
2024 Census housing growth proxy · 3,1252023 Census housing growth proxy · 3,125
Refresh Status
Latest release: 2019-12-30 · Last ingested: 2026-05-08 21:28 UTC
Census housing growth ingest: Succeeded · 2026-05-08 21:28 UTC · 11 skipped
This input is a 2010-2019 Census PEP housing-unit growth proxy attached to the score year for comparability, not a fresh annual construction measure.
Interpretation Boundary
Refreshes Do Not Automatically Change Scores
The active Housing Stability Score remains tied to the published methodology version until a complete, documented score refresh is run. Newer single-source data can be staged, audited, or exposed as readiness context without mixing vintages into the public score.