Fabio 3d8b65299f Cities: exact GEOID placement from Atlas backfill ...

Atlas resolved every existing municipal officeholder to its Census place
GEOID at the source (PostGIS). build.py now prefers that exact geoid over
the name-based fuzzy resolver, so filled cities land on their node exactly
rather than by 98.8% name match. Resolved 2,217 -> 2,224; dedup against the
skeleton tightened (a few fuzzy mismatches now collapse correctly).

Note: this is the GEOID *backfill*, not the *fill* — zero net-new
officeholders; the 17,286 empty skeleton cities remain empty. Nationwide
municipal officeholder acquisition is a separate, per-state source problem.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>

2026-07-06 12:03:18 -04:00

..

adams

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

ashland

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

barron

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

bayfield

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

brown

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

buffalo

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

burnett

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

calumet

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

chippewa

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

clark

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

columbia

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

crawford

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

dane

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

dodge

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

door

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

douglas

Cities: exact GEOID placement from Atlas backfill

2026-07-06 12:03:18 -04:00

dunn

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

eau-claire

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

florence

Graph: national county↔district↔legislator authority layer

2026-07-04 22:28:08 -04:00

fond-du-lac

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

forest

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

grant

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

green

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

green-lake

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

iowa

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

iron

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

jackson

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

jefferson

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

juneau

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

kenosha

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

kewaunee

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

la-crosse

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

lafayette

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

langlade

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

lincoln

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

manitowoc

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

marathon

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

marinette

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

marquette

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

menominee

Graph: national county↔district↔legislator authority layer

2026-07-04 22:28:08 -04:00

milwaukee

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

monroe

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

oconto

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

oneida

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

outagamie

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

ozaukee

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

pepin

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

pierce

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

polk

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

portage

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

price

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

racine

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

richland

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

rock

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

rusk

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

sauk

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

sawyer

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

shawano

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

sheboygan

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

st-croix

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

taylor

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

trempealeau

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

vernon

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

vilas

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

walworth

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

washburn

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

washington

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

waukesha

Cities: exact GEOID placement from Atlas backfill

2026-07-06 12:03:18 -04:00

waupaca

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

waushara

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

winnebago

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00

wood

Cities: 19,518 municipal Jurisdiction nodes (generated tree)

2026-07-06 10:32:56 -04:00