Files
republic-os/data/jurisdictions/us/states/ny/counties/orange/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 Orange County, NY county 36071 NY
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
406616 104187 242894 59535 97178 12.64 67.82 5.47 387900 0.4489 7.41 251943 47046 11920 4226 97218 121306
to rel area_weight
us/states/ny/districts/18 in-district 0.9986
to rel area_weight
us/states/ny/districts/senate/42 in-district 0.8767
to rel area_weight
us/states/ny/districts/senate/39 in-district 0.123
to rel area_weight
us/states/ny/districts/house/98 in-district 0.4172
to rel area_weight
us/states/ny/districts/house/101 in-district 0.2659
to rel area_weight
us/states/ny/districts/house/99 in-district 0.1737
to rel area_weight
us/states/ny/districts/house/100 in-district 0.0812
to rel area_weight
us/states/ny/districts/house/104 in-district 0.0618
field source
demographics Census ACS 2023
field source
districts PostGIS area-intersection over Census TIGER 2024 boundaries
official
jurisdiction
county
ny
2026-07-03

Orange County, NY

County jurisdiction — 2 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 406616
Under 18 104187
1864 242894
65+ 59535
Median household income 97178
Poverty rate 12.64
Homeownership rate 67.82
Unemployment rate 5.47
Median home value 387900
Gini index 0.4489
Vacancy rate 7.41
White 251943
Black 47046
Asian 11920
Native 4226
Hispanic/Latino 97218
Bachelor's or higher 121306

Districts

Source

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