Files
republic-os/data/jurisdictions/us/states/ak/counties/matanuska-susitna-borough/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 Matanuska-Susitna Borough, AK county 02170 AK
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
117613 32803 39763 45047 96643 9.0 80.05 4.79 379500 0.4264 23.2 88929 1371 1788 7674 6817 28406
to rel area_weight
us/states/ak/districts/00 in-district 0.9895
to rel area_weight
us/states/ak/districts/senate/o in-district 0.9744
to rel area_weight
us/states/ak/districts/senate/m in-district 0.0113
to rel area_weight
us/states/ak/districts/house/30 in-district 0.4949
to rel area_weight
us/states/ak/districts/house/29 in-district 0.4796
to rel area_weight
us/states/ak/districts/house/25 in-district 0.0081
field source
demographics Census ACS 2023
field source
districts PostGIS area-intersection over Census TIGER 2024 boundaries
official
jurisdiction
county
ak
2026-07-03

Matanuska-Susitna Borough, AK

County jurisdiction.

Demographics (ACS 2023)

Measure Value
Population 117613
Under 18 32803
1864 39763
65+ 45047
Median household income 96643
Poverty rate 9.0
Homeownership rate 80.05
Unemployment rate 4.79
Median home value 379500
Gini index 0.4264
Vacancy rate 23.2
White 88929
Black 1371
Asian 1788
Native 7674
Hispanic/Latino 6817
Bachelor's or higher 28406

Districts

Source

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