Files
republic-os/data/jurisdictions/us/states/ok/counties/payne/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 Payne County, OK county 40119 OK
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
82972 15294 56765 10913 49809 22.6 51.03 5.73 223300 0.5205 12.03 62563 3034 3491 3417 5450 26095
field source
demographics Census ACS 2023
official
jurisdiction
county
ok
2026-07-03

Payne County, OK

County jurisdiction — 1 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 82972
Under 18 15294
1864 56765
65+ 10913
Median household income 49809
Poverty rate 22.6
Homeownership rate 51.03
Unemployment rate 5.73
Median home value 223300
Gini index 0.5205
Vacancy rate 12.03
White 62563
Black 3034
Asian 3491
Native 3417
Hispanic/Latino 5450
Bachelor's or higher 26095

Source

  • demographics: Census ACS 2023