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

2.7 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 Lamar County, MS county 28073 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
65713 15975 39676 10062 70909 14.68 69.53 4.83 224700 0.4693 8.32 46820 14306 611 118 2419 21044
to rel area_weight
us/states/ms/districts/04 in-district 0.9997
to rel area_weight
us/states/ms/districts/senate/44 in-district 0.7853
to rel area_weight
us/states/ms/districts/senate/41 in-district 0.2146
to rel area_weight
us/states/ms/districts/house/87 in-district 0.3702
to rel area_weight
us/states/ms/districts/house/99 in-district 0.3062
to rel area_weight
us/states/ms/districts/house/100 in-district 0.1808
to rel area_weight
us/states/ms/districts/house/106 in-district 0.0756
to rel area_weight
us/states/ms/districts/house/101 in-district 0.0661
field source
demographics Census ACS 2023
field source
districts PostGIS area-intersection over Census TIGER 2024 boundaries
official
jurisdiction
county
ms
2026-07-03

Lamar County, MS

County jurisdiction.

Demographics (ACS 2023)

Measure Value
Population 65713
Under 18 15975
1864 39676
65+ 10062
Median household income 70909
Poverty rate 14.68
Homeownership rate 69.53
Unemployment rate 4.83
Median home value 224700
Gini index 0.4693
Vacancy rate 8.32
White 46820
Black 14306
Asian 611
Native 118
Hispanic/Latino 2419
Bachelor's or higher 21044

Districts

Source

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