Files
republic-os/data/jurisdictions/us/states/oh/counties/lorain/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 Lorain County, OH county 39093 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
317129 68331 185896 62902 73347 12.09 74.02 4.3 223200 0.4627 6.59 247434 24301 4481 494 35037 87529
field source
demographics Census ACS 2023
official
jurisdiction
county
oh
2026-07-03

Lorain County, OH

County jurisdiction — 7 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 317129
Under 18 68331
1864 185896
65+ 62902
Median household income 73347
Poverty rate 12.09
Homeownership rate 74.02
Unemployment rate 4.3
Median home value 223200
Gini index 0.4627
Vacancy rate 6.59
White 247434
Black 24301
Asian 4481
Native 494
Hispanic/Latino 35037
Bachelor's or higher 87529

Source

  • demographics: Census ACS 2023