Files
republic-os/data/jurisdictions/us/states/mi/counties/calhoun/index.md
T
Fabio 1beeaab2db Graph: national county↔district↔legislator authority layer
The first edges in the repo. Every US county now links to the districts it
sits in, weighted by area overlap, and every legislator links to the district
they represent — county → district → representative, traversable.

Data (PostGIS, no Atlas dependency — computed directly from geometry):
- data/county_district_edges.jsonl — 16,328 weighted edges. area_weight =
  ST_Area(ST_Intersection(county, district))/ST_Area(county) over ST_MakeValid
  Census TIGER 2024 geometries, overlaps <0.5% dropped. Uses area-intersection,
  NOT centroid-in-polygon, so urban districts that carve through counties
  (e.g. GA CD-5 / Atlanta across Clayton+DeKalb+Fulton) are captured, not
  silently dropped. Per-county weights sum to ~1.0 per district type.

build.py:
- ~6,896 new district nodes: 435 CD (ACS demographics where available; sparse
  for the 8 states missing from acs_cd) + 4,927 state-house + 1,897 state-senate
  (geometry-only). GEOID/number-keyed, stable.
- county index.md gains a `districts:` block (frontmatter) + a ## Districts
  section (body links, so link-integrity checks them).
- legislators + US House members gain `represents:` pointing at their district
  node; edge stored once on the person, inverse left to the view.
- schemas/jurisdiction: classification enum + chamber/districts fields.

Honest gaps (logged, not hidden): ID + NH have no state-house geometry, so
their house districts get nodes (represents resolves) but no county edges;
CD nodes for acs_cd-missing states are demographically sparse.

Deterministic (byte-identical rebuild); validate.py passes 26,617 records,
link-integrity clean (every district/represents link resolves).

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-07-04 22:28:08 -04:00

2.4 KiB
Raw Blame History

type, title, classification, fips, state, demographics, districts, sources, confidence, tags, timestamp
type title classification fips state demographics districts 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
to rel area_weight
us/states/mi/districts/05 in-district 0.7982
to rel area_weight
us/states/mi/districts/04 in-district 0.2017
to rel area_weight
us/states/mi/districts/senate/18 in-district 0.6059
to rel area_weight
us/states/mi/districts/senate/17 in-district 0.3941
to rel area_weight
us/states/mi/districts/house/45 in-district 0.6439
to rel area_weight
us/states/mi/districts/house/44 in-district 0.3561
field source
demographics Census ACS 2023
field source
districts PostGIS area-intersection over Census TIGER 2024 boundaries
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

Districts

Source

  • demographics: Census ACS 2023
  • districts: PostGIS area-intersection over Census TIGER 2024 boundaries