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republic-os/data/jurisdictions/us/states/ok/districts/04.md
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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

1.2 KiB
Raw Blame History

type, title, classification, state, district, demographics, sources, confidence, tags, timestamp
type title classification state district demographics sources confidence tags timestamp
Jurisdiction OK-04 congressional-district OK OK-04
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 hispanic bachelors_plus
819271 210670 289952 318649 67377 14.68 64.89 4.39 215500 0.4421 9.41 547501 56952 22696 96899 148722
field source
demographics Census ACS 2023
official
jurisdiction
congressional-district
ok
2026-07-03

OK-04

Congressional district OK-04.

Demographics (ACS 2023)

Measure Value
Population 819271
Under 18 210670
1864 289952
65+ 318649
Median household income 67377
Poverty rate 14.68
Homeownership rate 64.89
Unemployment rate 4.39
Median home value 215500
Gini index 0.4421
Vacancy rate 9.41
White 547501
Black 56952
Asian 22696
Hispanic/Latino 96899
Bachelor's or higher 148722

Source

  • demographics: Census ACS 2023