Files
republic-os/data/jurisdictions/us/states/ky/counties/hardin/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 Hardin County, KY county 21093 KY
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
111942 27635 67385 16922 67647 13.06 62.57 6.59 225800 0.4639 7.25 84992 12535 2471 238 7273 25948
field source
demographics Census ACS 2023
official
jurisdiction
county
ky
2026-07-03

Hardin County, KY

County jurisdiction — 2 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 111942
Under 18 27635
1864 67385
65+ 16922
Median household income 67647
Poverty rate 13.06
Homeownership rate 62.57
Unemployment rate 6.59
Median home value 225800
Gini index 0.4639
Vacancy rate 7.25
White 84992
Black 12535
Asian 2471
Native 238
Hispanic/Latino 7273
Bachelor's or higher 25948

Source

  • demographics: Census ACS 2023