Files
republic-os/data/jurisdictions/us/states/mt/counties/missoula/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

4.1 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 Missoula County, MT county 30063 MT
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
120672 21937 78052 20683 75598 10.13 58.81 3.74 472100 0.4723 7.47 104875 518 1920 2472 6096 54955
to rel area_weight
us/states/mt/districts/01 in-district 0.9997
to rel area_weight
us/states/mt/districts/senate/46 in-district 0.5226
to rel area_weight
us/states/mt/districts/senate/45 in-district 0.2776
to rel area_weight
us/states/mt/districts/senate/47 in-district 0.1179
to rel area_weight
us/states/mt/districts/senate/50 in-district 0.0378
to rel area_weight
us/states/mt/districts/senate/48 in-district 0.0228
to rel area_weight
us/states/mt/districts/senate/38 in-district 0.0126
to rel area_weight
us/states/mt/districts/senate/49 in-district 0.0086
to rel area_weight
us/states/mt/districts/house/92 in-district 0.4233
to rel area_weight
us/states/mt/districts/house/90 in-district 0.2677
to rel area_weight
us/states/mt/districts/house/93 in-district 0.1151
to rel area_weight
us/states/mt/districts/house/91 in-district 0.0993
to rel area_weight
us/states/mt/districts/house/99 in-district 0.0369
to rel area_weight
us/states/mt/districts/house/96 in-district 0.022
to rel area_weight
us/states/mt/districts/house/76 in-district 0.0126
to rel area_weight
us/states/mt/districts/house/89 in-district 0.0099
field source
demographics Census ACS 2023
field source
districts PostGIS area-intersection over Census TIGER 2024 boundaries
official
jurisdiction
county
mt
2026-07-03

Missoula County, MT

County jurisdiction — 1 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 120672
Under 18 21937
1864 78052
65+ 20683
Median household income 75598
Poverty rate 10.13
Homeownership rate 58.81
Unemployment rate 3.74
Median home value 472100
Gini index 0.4723
Vacancy rate 7.47
White 104875
Black 518
Asian 1920
Native 2472
Hispanic/Latino 6096
Bachelor's or higher 54955

Districts

Source

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