Files
republic-os/data/jurisdictions/us/states/ia/counties/warren/index.md
T
Fabio 199d8b37d3 Municipals: nest 1,823 city officeholders under their real counties
Pull Atlas's place→county crosswalk (Census TIGER 2024 places × county
geometries, 32,041 places) into the build as a committed raw input, and
use it to resolve municipal officeholders whose county was unknown.

- data/place_county_crosswalk.jsonl — new raw input (place_geoid → county_geoid)
- build.py — place-name+state → county_geoid → ACS county slug as a fallback
  in county_slug(); city_slug() generalized to non-FL bare place labels
- data/sources/sources.yaml — provenance entry for the crosswalk

_unresolved municipals: 1919 → 58. The remainder are genuine: CT planning
regions (post-county), county-level rows mislabeled municipal upstream,
consolidated city-counties (null label), Wikidata-QID placeholder names,
and ambiguous same-name places — left unresolved rather than guessed.

Join key is county_geoid (5-digit FIPS); the directory slug is taken from
the ACS county node so municipals nest under the exact existing county dir.
Deterministic (byte-identical rebuild); validate.py passes 19,721 records.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-07-04 20:23:57 -04:00

1.2 KiB
Raw Blame History

type, title, classification, fips, state, demographics, sources, confidence, tags, timestamp
type title classification fips state demographics sources confidence tags timestamp
Jurisdiction Warren County, IA county 19181 IA
population population_under_18 population_18_64 population_65_plus median_household_income poverty_rate homeownership_rate unemployment_rate median_home_value gini_index vacancy_rate race_white race_black race_asian race_native hispanic bachelors_plus
54409 13292 32005 9112 94588 5.14 82.34 3.4 269600 0.394 5.67 50576 405 407 154 2020 15597
field source
demographics Census ACS 2023
official
jurisdiction
county
ia
2026-07-03

Warren County, IA

County jurisdiction — 2 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 54409
Under 18 13292
1864 32005
65+ 9112
Median household income 94588
Poverty rate 5.14
Homeownership rate 82.34
Unemployment rate 3.4
Median home value 269600
Gini index 0.394
Vacancy rate 5.67
White 50576
Black 405
Asian 407
Native 154
Hispanic/Latino 2020
Bachelor's or higher 15597

Source

  • demographics: Census ACS 2023