Files
republic-os/data/jurisdictions/us/states/ky/counties/metcalfe/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 Metcalfe County, KY county 21169 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
10425 2456 5979 1990 51473 27.51 77.68 4.91 110200 0.4423 13.41 9796 261 0 10 288 1378
field source
demographics Census ACS 2023
official
jurisdiction
county
ky
2026-07-03

Metcalfe County, KY

County jurisdiction — 1 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 10425
Under 18 2456
1864 5979
65+ 1990
Median household income 51473
Poverty rate 27.51
Homeownership rate 77.68
Unemployment rate 4.91
Median home value 110200
Gini index 0.4423
Vacancy rate 13.41
White 9796
Black 261
Asian 0
Native 10
Hispanic/Latino 288
Bachelor's or higher 1378

Source

  • demographics: Census ACS 2023