Source
acs5_cost_pressure_snapshots
Update Cadence
Refresh Policy And Run Status
CostPressureIQ is maintained with repeatable ingest pipelines that update geographic coverage, score snapshots, and component-level diagnostics. This page describes how update cycles work and surfaces recent ingestion outcomes.
Current State
Latest Successful Refresh
Started
2026-02-26
Records Upserted
207,114
Run History
Recent Ingestion Runs
Ingestion runs capture source-specific pipeline status, record volumes, and error counts. This log is provided for transparency around data freshness and operational health.
acs5_cost_pressure_snapshots
Started 2026-02-26 • Finished 2026-02-26
Records read: 41,067
Records upserted: 207,114
Records errored: 0
as_of=2024-12-31; methodology=v1-acs5-2024; snapshots=34519; components=172595
acs5_cost_pressure_snapshots
Started 2026-02-26 • Finished 2026-02-26
Records read: 41,067
Records upserted: 207,114
Records errored: 0
as_of=2024-12-31; methodology=v1-acs5-2024; snapshots=34519; components=172595
us_cities_csv
Started 2026-02-26 • Finished 2026-02-26
Records read: 31,254
Records upserted: 34,519
Records errored: 0
states=52, counties=3213, cities=31254
us_cities_csv
Started 2026-02-26 • Finished 2026-02-26
Records read: 31,254
Records upserted: 34,519
Records errored: 0
states=52, counties=3213, cities=31254
Cadence Policy
How Content Refresh Works
Geographic coverage is refreshed when source location datasets are updated and normalized into canonical state, county, and city route structures.
Cost pressure snapshots are recomputed after ingest runs so Sustainability Score and component pressure outputs remain synchronized with the latest available source windows.
When source gaps occur, fields degrade transparently to INSUFFICIENT_DATA rather than introducing speculative estimates.
Content Path
Use Fresh Data In Context
After confirming refresh health, move through state, county, and city pages to compare outcomes at each geographic level, then validate interpretation assumptions with methodology and source documentation.