Files
republic-os/data/jurisdictions/us/states/nd/counties/stark/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

2.5 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 Stark County, ND county 38089 ND
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
33302 9201 19440 4661 84449 12.08 66.79 2.99 271700 0.4232 12.74 28513 786 374 315 2429 7936
to rel area_weight
us/states/nd/districts/00 in-district 1.0
to rel area_weight
us/states/nd/districts/senate/39 in-district 0.5031
to rel area_weight
us/states/nd/districts/senate/36 in-district 0.4905
to rel area_weight
us/states/nd/districts/senate/37 in-district 0.0064
to rel area_weight
us/states/nd/districts/house/39 in-district 0.5031
to rel area_weight
us/states/nd/districts/house/36 in-district 0.4905
to rel area_weight
us/states/nd/districts/house/37 in-district 0.0064
field source
demographics Census ACS 2023
field source
districts PostGIS area-intersection over Census TIGER 2024 boundaries
official
jurisdiction
county
nd
2026-07-03

Stark County, ND

County jurisdiction — 1 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 33302
Under 18 9201
1864 19440
65+ 4661
Median household income 84449
Poverty rate 12.08
Homeownership rate 66.79
Unemployment rate 2.99
Median home value 271700
Gini index 0.4232
Vacancy rate 12.74
White 28513
Black 786
Asian 374
Native 315
Hispanic/Latino 2429
Bachelor's or higher 7936

Districts

Source

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