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republic-os/data/jurisdictions/us/states/mn/districts/07.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

1.2 KiB
Raw Blame History

type, title, classification, state, district, demographics, sources, confidence, tags, timestamp
type title classification state district demographics sources confidence tags timestamp
Jurisdiction MN-07 congressional-district MN MN-07
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 hispanic bachelors_plus
722392 180494 212533 329365 74454 10.88 76.16 3.03 255000 0.4374 14.3 632073 12239 5496 45780 129300
field source
demographics Census ACS 2023
official
jurisdiction
congressional-district
mn
2026-07-03

MN-07

Congressional district MN-07.

Demographics (ACS 2023)

Measure Value
Population 722392
Under 18 180494
1864 212533
65+ 329365
Median household income 74454
Poverty rate 10.88
Homeownership rate 76.16
Unemployment rate 3.03
Median home value 255000
Gini index 0.4374
Vacancy rate 14.3
White 632073
Black 12239
Asian 5496
Hispanic/Latino 45780
Bachelor's or higher 129300

Source

  • demographics: Census ACS 2023