Files
republic-os/data/jurisdictions/us/states/wi/counties/columbia/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

2.6 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 Columbia County, WI county 55021 WI
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
58272 11972 34878 11422 85351 7.75 76.66 3.06 283200 0.4002 10.13 53053 1062 466 313 2385 14338
to rel area_weight
us/states/wi/districts/06 in-district 0.9978
to rel area_weight
us/states/wi/districts/senate/14 in-district 0.8631
to rel area_weight
us/states/wi/districts/senate/13 in-district 0.1368
to rel area_weight
us/states/wi/districts/house/42 in-district 0.5055
to rel area_weight
us/states/wi/districts/house/40 in-district 0.3269
to rel area_weight
us/states/wi/districts/house/39 in-district 0.1364
to rel area_weight
us/states/wi/districts/house/41 in-district 0.0307
field source
demographics Census ACS 2023
field source
districts PostGIS area-intersection over Census TIGER 2024 boundaries
official
jurisdiction
county
wi
2026-07-03

Columbia County, WI

County jurisdiction — 2 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 58272
Under 18 11972
1864 34878
65+ 11422
Median household income 85351
Poverty rate 7.75
Homeownership rate 76.66
Unemployment rate 3.06
Median home value 283200
Gini index 0.4002
Vacancy rate 10.13
White 53053
Black 1062
Asian 466
Native 313
Hispanic/Latino 2385
Bachelor's or higher 14338

Districts

Source

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