Files
republic-os/data/jurisdictions/us/states/ks/counties/nemaha/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 Nemaha County, KS county 20131 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
10160 2730 5375 2055 77348 9.3 78.0 1.51 217200 0.4495 10.66 9551 122 56 35 265 2591
field source
demographics Census ACS 2023
official
jurisdiction
county
ks
2026-07-03

Nemaha County, KS

County jurisdiction — 1 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 10160
Under 18 2730
1864 5375
65+ 2055
Median household income 77348
Poverty rate 9.3
Homeownership rate 78.0
Unemployment rate 1.51
Median home value 217200
Gini index 0.4495
Vacancy rate 10.66
White 9551
Black 122
Asian 56
Native 35
Hispanic/Latino 265
Bachelor's or higher 2591

Source

  • demographics: Census ACS 2023