Files
republic-os/data/jurisdictions/us/states/ar/people/matthew-shepherd.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

type, title, description, role, party, level, branch, state, district, represents, tenure, election, ids, sources, confidence, tags, timestamp
type title description role party level branch state district represents tenure election ids sources confidence tags timestamp
Person Matthew Shepherd AR House District 97 — AR State House of Representatives District 97 AR House District 97 R state legislative AR AR State House of Representatives District 97 us/states/ar/districts/house/97
start current
2023-01-09 true
term_length term_limit
2 varies
person office tenure jurisdiction
e67ff320-43dd-49d6-93a0-1b9c501a82ee c6a9a2da-f4d1-4cf1-9dda-34f5dbfc6148 c2b133f9-d293-45d9-97ae-583b86c37946 5bda141e-0dd2-4edb-956b-ef9421e277d4
field source
tenure OpenStates YAML via GitHub 2026-06-20
field source
jurisdiction SLDL (Census 2025)
official
officeholder
state
legislative
ar
2026-07-04

Matthew Shepherd

Current AR House District 97 (AR State House of Representatives District 97).

Represents AR State House of Representatives District 97.

Sources

  • tenure: OpenStates YAML via GitHub 2026-06-20
  • jurisdiction: SLDL (Census 2025)

Generated from the Atlas officeholders v3 export (2026-07-04).