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republic-os/data/jurisdictions/us/states/az/counties/santa-cruz/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

2.2 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 Santa Cruz County, AZ county 04023 AZ
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
48926 12606 26893 9427 55217 20.18 69.25 12.18 233000 0.4363 11.78 13936 119 143 282 40367 10260
to rel area_weight
us/states/az/districts/07 in-district 0.9997
to rel area_weight
us/states/az/districts/senate/21 in-district 0.6238
to rel area_weight
us/states/az/districts/senate/19 in-district 0.376
to rel area_weight
us/states/az/districts/house/21 in-district 0.6238
to rel area_weight
us/states/az/districts/house/19 in-district 0.376
field source
demographics Census ACS 2023
field source
districts PostGIS area-intersection over Census TIGER 2024 boundaries
official
jurisdiction
county
az
2026-07-03

Santa Cruz County, AZ

County jurisdiction — 1 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 48926
Under 18 12606
1864 26893
65+ 9427
Median household income 55217
Poverty rate 20.18
Homeownership rate 69.25
Unemployment rate 12.18
Median home value 233000
Gini index 0.4363
Vacancy rate 11.78
White 13936
Black 119
Asian 143
Native 282
Hispanic/Latino 40367
Bachelor's or higher 10260

Districts

Source

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