Files
republic-os/data/jurisdictions/us/states/ia/counties/bremer/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 Bremer County, IA county 19017 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
25204 5654 14570 4980 86784 7.33 79.66 3.3 219600 0.427 8.21 23332 289 226 12 528 8039
field source
demographics Census ACS 2023
official
jurisdiction
county
ia
2026-07-03

Bremer County, IA

County jurisdiction — 1 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 25204
Under 18 5654
1864 14570
65+ 4980
Median household income 86784
Poverty rate 7.33
Homeownership rate 79.66
Unemployment rate 3.3
Median home value 219600
Gini index 0.427
Vacancy rate 8.21
White 23332
Black 289
Asian 226
Native 12
Hispanic/Latino 528
Bachelor's or higher 8039

Source

  • demographics: Census ACS 2023