Files
republic-os/data/jurisdictions/us/states/ia/counties/clay/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 Clay County, IA county 19041 IA
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
16461 3841 8934 3686 65428 11.41 73.33 3.51 178600 0.417 10.73 15285 45 124 26 781 3952
field source
demographics Census ACS 2023
official
jurisdiction
county
ia
2026-07-03

Clay County, IA

County jurisdiction — 2 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 16461
Under 18 3841
1864 8934
65+ 3686
Median household income 65428
Poverty rate 11.41
Homeownership rate 73.33
Unemployment rate 3.51
Median home value 178600
Gini index 0.417
Vacancy rate 10.73
White 15285
Black 45
Asian 124
Native 26
Hispanic/Latino 781
Bachelor's or higher 3952

Source

  • demographics: Census ACS 2023