Files
republic-os/data/jurisdictions/us/states/nc/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

2.7 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 Cumberland County, NC county 37051 NC
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
338545 85028 209486 44031 61291 16.7 54.97 7.64 199200 0.4485 9.76 143594 127504 9026 4103 42995 79839
to rel area_weight
us/states/nc/districts/07 in-district 0.7952
to rel area_weight
us/states/nc/districts/09 in-district 0.2037
to rel area_weight
us/states/nc/districts/senate/21 in-district 0.8052
to rel area_weight
us/states/nc/districts/senate/19 in-district 0.1943
to rel area_weight
us/states/nc/districts/house/43 in-district 0.7005
to rel area_weight
us/states/nc/districts/house/42 in-district 0.1581
to rel area_weight
us/states/nc/districts/house/45 in-district 0.0772
to rel area_weight
us/states/nc/districts/house/44 in-district 0.0637
field source
demographics Census ACS 2023
field source
districts PostGIS area-intersection over Census TIGER 2024 boundaries
official
jurisdiction
county
nc
2026-07-03

Cumberland County, NC

County jurisdiction — 1 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 338545
Under 18 85028
1864 209486
65+ 44031
Median household income 61291
Poverty rate 16.7
Homeownership rate 54.97
Unemployment rate 7.64
Median home value 199200
Gini index 0.4485
Vacancy rate 9.76
White 143594
Black 127504
Asian 9026
Native 4103
Hispanic/Latino 42995
Bachelor's or higher 79839

Districts

Source

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