Files
republic-os/data/jurisdictions/us/states/mo/counties/butler/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 Butler County, MO county 29023 MO
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
42020 9780 24056 8184 49089 20.5 64.64 4.83 145100 0.4612 14.03 36461 1978 185 78 1035 6131
field source
demographics Census ACS 2023
official
jurisdiction
county
mo
2026-07-03

Butler County, MO

County jurisdiction — 1 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 42020
Under 18 9780
1864 24056
65+ 8184
Median household income 49089
Poverty rate 20.5
Homeownership rate 64.64
Unemployment rate 4.83
Median home value 145100
Gini index 0.4612
Vacancy rate 14.03
White 36461
Black 1978
Asian 185
Native 78
Hispanic/Latino 1035
Bachelor's or higher 6131

Source

  • demographics: Census ACS 2023