Files
republic-os/data/jurisdictions/us/states/oh/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, OH county 39165 OH
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
250008 59471 151109 39428 110132 5.95 79.39 3.06 349400 0.4451 4.17 206673 8181 17976 303 8749 109226
field source
demographics Census ACS 2023
official
jurisdiction
county
oh
2026-07-03

Warren County, OH

County jurisdiction — 3 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 250008
Under 18 59471
1864 151109
65+ 39428
Median household income 110132
Poverty rate 5.95
Homeownership rate 79.39
Unemployment rate 3.06
Median home value 349400
Gini index 0.4451
Vacancy rate 4.17
White 206673
Black 8181
Asian 17976
Native 303
Hispanic/Latino 8749
Bachelor's or higher 109226

Source

  • demographics: Census ACS 2023