Files
republic-os/data/jurisdictions/us/states/oh/counties/lucas/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

2.6 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 Lucas County, OH county 39095 OH
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
428018 97509 255300 75209 62224 17.72 61.97 6.3 163900 0.4852 8.83 291946 82681 7447 902 33507 118867
to rel area_weight
us/states/oh/districts/09 in-district 0.5828
to rel area_weight
us/states/oh/districts/senate/11 in-district 0.3018
to rel area_weight
us/states/oh/districts/senate/2 in-district 0.2798
to rel area_weight
us/states/oh/districts/house/44 in-district 0.2797
to rel area_weight
us/states/oh/districts/house/42 in-district 0.1494
to rel area_weight
us/states/oh/districts/house/41 in-district 0.0942
to rel area_weight
us/states/oh/districts/house/43 in-district 0.0583
field source
demographics Census ACS 2023
field source
districts PostGIS area-intersection over Census TIGER 2024 boundaries
official
jurisdiction
county
oh
2026-07-03

Lucas County, OH

County jurisdiction — 4 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 428018
Under 18 97509
1864 255300
65+ 75209
Median household income 62224
Poverty rate 17.72
Homeownership rate 61.97
Unemployment rate 6.3
Median home value 163900
Gini index 0.4852
Vacancy rate 8.83
White 291946
Black 82681
Asian 7447
Native 902
Hispanic/Latino 33507
Bachelor's or higher 118867

Districts

Source

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