Files
republic-os/data/jurisdictions/us/states/ks/counties/leavenworth/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 Leavenworth County, KS county 20103 KS
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
83123 19651 50105 13367 89218 8.77 69.32 4.08 282900 0.4177 5.34 66146 5844 1177 304 6278 29225
field source
demographics Census ACS 2023
official
jurisdiction
county
ks
2026-07-03

Leavenworth County, KS

County jurisdiction — 2 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 83123
Under 18 19651
1864 50105
65+ 13367
Median household income 89218
Poverty rate 8.77
Homeownership rate 69.32
Unemployment rate 4.08
Median home value 282900
Gini index 0.4177
Vacancy rate 5.34
White 66146
Black 5844
Asian 1177
Native 304
Hispanic/Latino 6278
Bachelor's or higher 29225

Source

  • demographics: Census ACS 2023