Files
republic-os/data/jurisdictions/us/states/mn/counties/scott/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

3.4 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 Scott County, MN county 27139 MN
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
154557 39951 94991 19615 119314 4.6 83.81 3.46 419400 0.4116 3.0 119221 9507 9835 1103 9930 58126
to rel area_weight
us/states/mn/districts/02 in-district 0.9925
to rel area_weight
us/states/mn/districts/senate/54 in-district 0.3644
to rel area_weight
us/states/mn/districts/senate/22 in-district 0.2318
to rel area_weight
us/states/mn/districts/senate/58 in-district 0.1966
to rel area_weight
us/states/mn/districts/senate/57 in-district 0.1619
to rel area_weight
us/states/mn/districts/senate/55 in-district 0.0446
to rel area_weight
us/states/mn/districts/house/54b in-district 0.2849
to rel area_weight
us/states/mn/districts/house/22b in-district 0.2318
to rel area_weight
us/states/mn/districts/house/58a in-district 0.1966
to rel area_weight
us/states/mn/districts/house/57a in-district 0.1619
to rel area_weight
us/states/mn/districts/house/54a in-district 0.0795
to rel area_weight
us/states/mn/districts/house/55a in-district 0.0446
field source
demographics Census ACS 2023
field source
districts PostGIS area-intersection over Census TIGER 2024 boundaries
official
jurisdiction
county
mn
2026-07-03

Scott County, MN

County jurisdiction.

Demographics (ACS 2023)

Measure Value
Population 154557
Under 18 39951
1864 94991
65+ 19615
Median household income 119314
Poverty rate 4.6
Homeownership rate 83.81
Unemployment rate 3.46
Median home value 419400
Gini index 0.4116
Vacancy rate 3.0
White 119221
Black 9507
Asian 9835
Native 1103
Hispanic/Latino 9930
Bachelor's or higher 58126

Districts

Source

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