Files
republic-os/data/jurisdictions/us/states/oh/counties/columbiana/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 Columbiana County, OH county 39029 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
100704 20329 58268 22107 58180 15.15 72.74 4.46 151600 0.4625 10.11 93207 1978 264 242 1923 16739
field source
demographics Census ACS 2023
official
jurisdiction
county
oh
2026-07-03

Columbiana County, OH

County jurisdiction — 3 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 100704
Under 18 20329
18–64 58268
65+ 22107
Median household income 58180
Poverty rate 15.15
Homeownership rate 72.74
Unemployment rate 4.46
Median home value 151600
Gini index 0.4625
Vacancy rate 10.11
White 93207
Black 1978
Asian 264
Native 242
Hispanic/Latino 1923
Bachelor's or higher 16739

Source

  • demographics: Census ACS 2023