Files
republic-os/data/jurisdictions/us/people/michelle-fischbach.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

type, title, description, role, party, level, branch, state, district, represents, committees, tenure, election, ids, sources, confidence, tags, timestamp
type title description role party level branch state district represents committees tenure election ids sources confidence tags timestamp
Person Michelle Fischbach U.S. House of Representatives - MN-7 — Congressional District 7 U.S. House of Representatives - MN-7 R federal legislative MN Congressional District 7 us/states/mn/districts/07
name role body
House Committee on Rules member us/bodies/house/committees/rules
name role body
House Committee on Rules - Rules and Organization of the House chair us/bodies/house/committees/rules/subcommittees/rules-and-organization-of-the-house
name role body
House Committee on Ways and Means member us/bodies/house/committees/ways-and-means
name role body
House Committee on Ways and Means - Oversight member us/bodies/house/committees/ways-and-means/subcommittees/oversight
name role body
House Committee on Ways and Means - Trade member us/bodies/house/committees/ways-and-means/subcommittees/trade
start current
2025-01-03 true
next term_length term_limit
2026 2 none
person office tenure jurisdiction bioguide
280845e2-4d10-4c93-9f02-d981bd99117d e4ad829e-7e5d-4a44-a8e5-0e86d3421162 47b935fb-2e45-4d8d-89e8-6dc1d418841c 2a8f2705-4b28-4933-9ce6-52d67fa28d26 F000470
field source
tenure House Clerk XML 2026-06-10
field source
jurisdiction Census 119th CD 500k
field source
roles congress-legislators (unitedstates project)
official
officeholder
federal
legislative
mn
2026-07-04

Michelle Fischbach

Current U.S. House of Representatives - MN-7 (Congressional District 7).

Represents Congressional District 7.

Committees

Sources

  • tenure: House Clerk XML 2026-06-10
  • jurisdiction: Census 119th CD 500k
  • roles: congress-legislators (unitedstates project)

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