Files
republic-os/data/jurisdictions/us/states/ar/counties/st-francis/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 St. Francis County, AR county 05123 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
22400 4753 13639 4008 42574 28.47 55.49 9.23 90900 0.4894 18.67 9185 12215 30 68 821 3217
field source
demographics Census ACS 2023
official
jurisdiction
county
ar
2026-07-03

St. Francis County, AR

County jurisdiction — 1 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 22400
Under 18 4753
1864 13639
65+ 4008
Median household income 42574
Poverty rate 28.47
Homeownership rate 55.49
Unemployment rate 9.23
Median home value 90900
Gini index 0.4894
Vacancy rate 18.67
White 9185
Black 12215
Asian 30
Native 68
Hispanic/Latino 821
Bachelor's or higher 3217

Source

  • demographics: Census ACS 2023