Files
republic-os/data/jurisdictions/us/states/mo/counties/bates/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 Bates County, MO county 29013 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
16186 3689 9366 3131 60733 15.86 74.93 5.94 170800 0.4139 14.38 15006 346 65 38 416 2281
field source
demographics Census ACS 2023
official
jurisdiction
county
mo
2026-07-03

Bates County, MO

County jurisdiction — 1 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 16186
Under 18 3689
1864 9366
65+ 3131
Median household income 60733
Poverty rate 15.86
Homeownership rate 74.93
Unemployment rate 5.94
Median home value 170800
Gini index 0.4139
Vacancy rate 14.38
White 15006
Black 346
Asian 65
Native 38
Hispanic/Latino 416
Bachelor's or higher 2281

Source

  • demographics: Census ACS 2023