Files
republic-os/data/jurisdictions/us/states/ky/counties/lawrence/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 Lawrence County, KY county 21127 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
16077 3763 9035 3279 46772 21.78 77.8 7.73 111700 0.4749 16.6 15593 13 214 5 59 2335
field source
demographics Census ACS 2023
official
jurisdiction
county
ky
2026-07-03

Lawrence County, KY

County jurisdiction — 1 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 16077
Under 18 3763
1864 9035
65+ 3279
Median household income 46772
Poverty rate 21.78
Homeownership rate 77.8
Unemployment rate 7.73
Median home value 111700
Gini index 0.4749
Vacancy rate 16.6
White 15593
Black 13
Asian 214
Native 5
Hispanic/Latino 59
Bachelor's or higher 2335

Source

  • demographics: Census ACS 2023