Files
republic-os/data/jurisdictions/us/states/ms/counties/leake/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

2.5 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 Leake County, MS county 28079 MS
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
21319 4986 12461 3872 50728 20.52 76.75 6.22 116800 0.4606 18.33 9853 8307 51 1327 1403 3160
to rel area_weight
us/states/ms/districts/02 in-district 0.9993
to rel area_weight
us/states/ms/districts/senate/18 in-district 0.8513
to rel area_weight
us/states/ms/districts/senate/21 in-district 0.1486
to rel area_weight
us/states/ms/districts/house/27 in-district 0.4833
to rel area_weight
us/states/ms/districts/house/48 in-district 0.3865
to rel area_weight
us/states/ms/districts/house/78 in-district 0.0977
to rel area_weight
us/states/ms/districts/house/44 in-district 0.0325
field source
demographics Census ACS 2023
field source
districts PostGIS area-intersection over Census TIGER 2024 boundaries
official
jurisdiction
county
ms
2026-07-03

Leake County, MS

County jurisdiction.

Demographics (ACS 2023)

Measure Value
Population 21319
Under 18 4986
1864 12461
65+ 3872
Median household income 50728
Poverty rate 20.52
Homeownership rate 76.75
Unemployment rate 6.22
Median home value 116800
Gini index 0.4606
Vacancy rate 18.33
White 9853
Black 8307
Asian 51
Native 1327
Hispanic/Latino 1403
Bachelor's or higher 3160

Districts

Source

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