Files
republic-os/data/jurisdictions/us/states/ar/counties/columbia/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 Columbia County, AR county 05027 AR
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
22349 4796 13648 3905 55334 21.13 70.73 3.21 152100 0.4756 23.76 13553 7687 96 36 774 4104
field source
demographics Census ACS 2023
official
jurisdiction
county
ar
2026-07-03

Columbia County, AR

County jurisdiction — 1 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 22349
Under 18 4796
1864 13648
65+ 3905
Median household income 55334
Poverty rate 21.13
Homeownership rate 70.73
Unemployment rate 3.21
Median home value 152100
Gini index 0.4756
Vacancy rate 23.76
White 13553
Black 7687
Asian 96
Native 36
Hispanic/Latino 774
Bachelor's or higher 4104

Source

  • demographics: Census ACS 2023