Files
republic-os/data/jurisdictions/us/states/il/counties/livingston/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 Livingston County, IL county 17105 IL
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
35565 7802 20599 7164 73790 10.52 74.31 3.46 142200 0.4124 8.25 31676 1209 239 37 2070 6281
to rel area_weight
us/states/il/districts/02 in-district 0.5961
to rel area_weight
us/states/il/districts/16 in-district 0.4039
to rel area_weight
us/states/il/districts/senate/53 in-district 0.9782
to rel area_weight
us/states/il/districts/senate/44 in-district 0.0218
to rel area_weight
us/states/il/districts/house/106 in-district 0.6635
to rel area_weight
us/states/il/districts/house/105 in-district 0.3147
to rel area_weight
us/states/il/districts/house/88 in-district 0.0218
field source
demographics Census ACS 2023
field source
districts PostGIS area-intersection over Census TIGER 2024 boundaries
official
jurisdiction
county
il
2026-07-03

Livingston County, IL

County jurisdiction.

Demographics (ACS 2023)

Measure Value
Population 35565
Under 18 7802
1864 20599
65+ 7164
Median household income 73790
Poverty rate 10.52
Homeownership rate 74.31
Unemployment rate 3.46
Median home value 142200
Gini index 0.4124
Vacancy rate 8.25
White 31676
Black 1209
Asian 239
Native 37
Hispanic/Latino 2070
Bachelor's or higher 6281

Districts

Source

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