Files
republic-os/data/jurisdictions/us/states/ky/counties/warren/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 Warren County, KY county 21227 KY
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
140918 33379 88919 18620 65794 17.01 55.65 4.44 258000 0.4796 7.06 106634 12936 7201 726 10010 38896
to rel area_weight
us/states/ky/districts/02 in-district 0.999
to rel area_weight
us/states/ky/districts/senate/9 in-district 0.4052
to rel area_weight
us/states/ky/districts/senate/16 in-district 0.318
to rel area_weight
us/states/ky/districts/senate/32 in-district 0.2767
to rel area_weight
us/states/ky/districts/house/19 in-district 0.5946
to rel area_weight
us/states/ky/districts/house/17 in-district 0.2891
to rel area_weight
us/states/ky/districts/house/22 in-district 0.071
to rel area_weight
us/states/ky/districts/house/20 in-district 0.0452
field source
demographics Census ACS 2023
field source
districts PostGIS area-intersection over Census TIGER 2024 boundaries
official
jurisdiction
county
ky
2026-07-03

Warren County, KY

County jurisdiction — 1 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 140918
Under 18 33379
1864 88919
65+ 18620
Median household income 65794
Poverty rate 17.01
Homeownership rate 55.65
Unemployment rate 4.44
Median home value 258000
Gini index 0.4796
Vacancy rate 7.06
White 106634
Black 12936
Asian 7201
Native 726
Hispanic/Latino 10010
Bachelor's or higher 38896

Districts

Source

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