Files
republic-os/data/jurisdictions/us/states/ar/counties/hempstead/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 Hempstead County, AR county 05057 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
19508 4933 10934 3641 46787 20.22 71.75 5.58 105700 0.5303 22.43 10677 5588 128 34 2986 2959
field source
demographics Census ACS 2023
official
jurisdiction
county
ar
2026-07-03

Hempstead County, AR

County jurisdiction — 1 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 19508
Under 18 4933
1864 10934
65+ 3641
Median household income 46787
Poverty rate 20.22
Homeownership rate 71.75
Unemployment rate 5.58
Median home value 105700
Gini index 0.5303
Vacancy rate 22.43
White 10677
Black 5588
Asian 128
Native 34
Hispanic/Latino 2986
Bachelor's or higher 2959

Source

  • demographics: Census ACS 2023