Files
republic-os/data/jurisdictions/us/states/ar/counties/independence/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

2.2 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 Independence County, AR county 05063 AR
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
38175 9283 22184 6708 56609 20.39 69.19 3.88 142600 0.4854 12.8 31927 701 332 228 3382 6119
to rel area_weight
us/states/ar/districts/01 in-district 1.0
to rel area_weight
us/states/ar/districts/senate/22 in-district 0.9998
to rel area_weight
us/states/ar/districts/house/28 in-district 0.5006
to rel area_weight
us/states/ar/districts/house/40 in-district 0.2953
to rel area_weight
us/states/ar/districts/house/39 in-district 0.204
field source
demographics Census ACS 2023
field source
districts PostGIS area-intersection over Census TIGER 2024 boundaries
official
jurisdiction
county
ar
2026-07-03

Independence County, AR

County jurisdiction — 1 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 38175
Under 18 9283
1864 22184
65+ 6708
Median household income 56609
Poverty rate 20.39
Homeownership rate 69.19
Unemployment rate 3.88
Median home value 142600
Gini index 0.4854
Vacancy rate 12.8
White 31927
Black 701
Asian 332
Native 228
Hispanic/Latino 3382
Bachelor's or higher 6119

Districts

Source

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