Files
republic-os/data/jurisdictions/us/states/ia/counties/winnebago/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 Winnebago County, IA county 19189 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
10583 2229 6013 2341 67642 11.18 70.61 3.01 135000 0.4418 8.59 9463 237 140 22 619 2434
field source
demographics Census ACS 2023
official
jurisdiction
county
ia
2026-07-03

Winnebago County, IA

County jurisdiction — 2 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 10583
Under 18 2229
1864 6013
65+ 2341
Median household income 67642
Poverty rate 11.18
Homeownership rate 70.61
Unemployment rate 3.01
Median home value 135000
Gini index 0.4418
Vacancy rate 8.59
White 9463
Black 237
Asian 140
Native 22
Hispanic/Latino 619
Bachelor's or higher 2434

Source

  • demographics: Census ACS 2023