Files
republic-os/data/jurisdictions/us/states/ia/counties/plymouth/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 Plymouth County, IA county 19149 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
25747 6443 14208 5096 83251 6.9 73.61 2.2 228900 0.4074 5.31 23022 615 135 110 1653 4673
field source
demographics Census ACS 2023
official
jurisdiction
county
ia
2026-07-03

Plymouth County, IA

County jurisdiction — 5 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 25747
Under 18 6443
18–64 14208
65+ 5096
Median household income 83251
Poverty rate 6.9
Homeownership rate 73.61
Unemployment rate 2.2
Median home value 228900
Gini index 0.4074
Vacancy rate 5.31
White 23022
Black 615
Asian 135
Native 110
Hispanic/Latino 1653
Bachelor's or higher 4673

Source

  • demographics: Census ACS 2023