Files
republic-os/data/jurisdictions/us/states/mi/counties/calhoun/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 Calhoun County, MI county 26025 MI
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
133778 30588 78263 24927 63177 13.94 72.65 6.42 162800 0.4441 10.52 102224 13067 3495 474 7914 28345
field source
demographics Census ACS 2023
official
jurisdiction
county
mi
2026-07-03

Calhoun County, MI

County jurisdiction — 1 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 133778
Under 18 30588
1864 78263
65+ 24927
Median household income 63177
Poverty rate 13.94
Homeownership rate 72.65
Unemployment rate 6.42
Median home value 162800
Gini index 0.4441
Vacancy rate 10.52
White 102224
Black 13067
Asian 3495
Native 474
Hispanic/Latino 7914
Bachelor's or higher 28345

Source

  • demographics: Census ACS 2023