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republic-os/data/jurisdictions/us/states/ny/counties/schenectady/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

2.4 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 Schenectady County, NY county 36093 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
160369 34413 97326 28630 79623 13.27 64.04 5.77 235700 0.4492 6.09 110883 16461 7947 625 13270 58582
to rel area_weight
us/states/ny/districts/20 in-district 0.9962
to rel area_weight
us/states/ny/districts/senate/46 in-district 0.8756
to rel area_weight
us/states/ny/districts/senate/44 in-district 0.1242
to rel area_weight
us/states/ny/districts/house/111 in-district 0.6815
to rel area_weight
us/states/ny/districts/house/112 in-district 0.2325
to rel area_weight
us/states/ny/districts/house/110 in-district 0.0859
field source
demographics Census ACS 2023
field source
districts PostGIS area-intersection over Census TIGER 2024 boundaries
official
jurisdiction
county
ny
2026-07-03

Schenectady County, NY

County jurisdiction — 1 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 160369
Under 18 34413
1864 97326
65+ 28630
Median household income 79623
Poverty rate 13.27
Homeownership rate 64.04
Unemployment rate 5.77
Median home value 235700
Gini index 0.4492
Vacancy rate 6.09
White 110883
Black 16461
Asian 7947
Native 625
Hispanic/Latino 13270
Bachelor's or higher 58582

Districts

Source

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