Files
republic-os/data/jurisdictions/us/states/ga/people/esther-panitch.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 Esther Panitch GA House District 51 — GA State House of Representatives District 51 GA House District 51 D state legislative GA GA State House of Representatives District 51 us/states/ga/districts/house/51
start current
2023-01-09 true
term_length term_limit
2 varies
person office tenure jurisdiction
247fe0b7-07ab-42ad-b8dd-333297c686b1 3ff04e65-9e01-43f5-a3a2-90dac008828d 3bcb9cbe-17ca-4361-b92c-77bef75ecdb7 bef3f152-099c-4664-a152-02303f416de1
field source
tenure OpenStates YAML via GitHub 2026-06-20
field source
jurisdiction SLDL (Census 2025)
official
officeholder
state
legislative
ga
2026-07-04

Esther Panitch

Current GA House District 51 (GA State House of Representatives District 51).

Represents GA State House of Representatives District 51.

Sources

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

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