Files
republic-os/data/jurisdictions/us/states/mi/counties/ingham/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

2.7 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 Ingham County, MI county 26065 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
283913 55759 185944 42210 65526 16.69 59.46 6.24 198800 0.4726 7.24 194933 32386 17807 1542 24806 104349
to rel area_weight
us/states/mi/districts/07 in-district 0.9999
to rel area_weight
us/states/mi/districts/senate/21 in-district 0.5474
to rel area_weight
us/states/mi/districts/senate/28 in-district 0.2626
to rel area_weight
us/states/mi/districts/senate/22 in-district 0.19
to rel area_weight
us/states/mi/districts/house/73 in-district 0.7891
to rel area_weight
us/states/mi/districts/house/75 in-district 0.0931
to rel area_weight
us/states/mi/districts/house/74 in-district 0.0873
to rel area_weight
us/states/mi/districts/house/77 in-district 0.0304
field source
demographics Census ACS 2023
field source
districts PostGIS area-intersection over Census TIGER 2024 boundaries
official
jurisdiction
county
mi
2026-07-03

Ingham County, MI

County jurisdiction — 1 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 283913
Under 18 55759
1864 185944
65+ 42210
Median household income 65526
Poverty rate 16.69
Homeownership rate 59.46
Unemployment rate 6.24
Median home value 198800
Gini index 0.4726
Vacancy rate 7.24
White 194933
Black 32386
Asian 17807
Native 1542
Hispanic/Latino 24806
Bachelor's or higher 104349

Districts

Source

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