Files
republic-os/data/jurisdictions/us/states/pa/counties/cumberland/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

2.9 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 Cumberland County, PA county 42041 PA
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
268323 54926 162411 50986 87494 7.48 71.34 3.68 277600 0.4247 4.36 220348 11921 15553 110 13809 104961
to rel area_weight
us/states/pa/districts/10 in-district 0.7019
to rel area_weight
us/states/pa/districts/13 in-district 0.2981
to rel area_weight
us/states/pa/districts/senate/34 in-district 0.946
to rel area_weight
us/states/pa/districts/senate/31 in-district 0.0539
to rel area_weight
us/states/pa/districts/house/199 in-district 0.4194
to rel area_weight
us/states/pa/districts/house/193 in-district 0.2946
to rel area_weight
us/states/pa/districts/house/87 in-district 0.2064
to rel area_weight
us/states/pa/districts/house/88 in-district 0.0512
to rel area_weight
us/states/pa/districts/house/103 in-district 0.0281
field source
demographics Census ACS 2023
field source
districts PostGIS area-intersection over Census TIGER 2024 boundaries
official
jurisdiction
county
pa
2026-07-03

Cumberland County, PA

County jurisdiction.

Demographics (ACS 2023)

Measure Value
Population 268323
Under 18 54926
1864 162411
65+ 50986
Median household income 87494
Poverty rate 7.48
Homeownership rate 71.34
Unemployment rate 3.68
Median home value 277600
Gini index 0.4247
Vacancy rate 4.36
White 220348
Black 11921
Asian 15553
Native 110
Hispanic/Latino 13809
Bachelor's or higher 104961

Districts

Source

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