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republic-os/data/jurisdictions/us/states/wi/districts/04.md
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Fabio 5b0712c31f Add elections + demographics layer: candidates and jurisdictions
Two new entity types, built deterministically from the raw exports:

  Candidate (2,494)     — 2026 federal candidates as files under
                          us/states/<st>/candidates/, with office,
                          district, party, incumbent/challenger stance,
                          campaign committee, FEC id.

  Jurisdiction (3,494)  — demographic nodes carrying ACS 2023 data:
                          3,131 counties (deduped from 3,231 mixed-format
                          fips keys) + 363 congressional districts.

This completes the county skeleton nationwide: every US county is now a
browsable node with population, income, poverty, race, education and
housing — even where no officeholders are mapped yet. In Florida the
county index.md merges into the existing dir and reports its officeholder
count alongside demographics (St. Lucie: 33 officeholders + ACS profile).

build.py now reads seven raw inputs in one deterministic pass
(byte-identical on rerun). The mirror now answers: who holds power, who
runs this institution, who is running, and what each place is made of.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-07-03 23:35:00 -04:00

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---
type: Jurisdiction
title: "WI-04"
classification: congressional-district
state: "WI"
district: "WI-04"
demographics:
population: 722345
population_under_18: 194708
population_18_64: 273644
population_65_plus: 253993
median_household_income: 62083
poverty_rate: 18.72
homeownership_rate: 47.37
unemployment_rate: 5.54
median_home_value: 237400
gini_index: 0.481
vacancy_rate: 8.47
race_white: 304766
race_black: 228178
race_asian: 36046
hispanic: 134439
bachelors_plus: 170940
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, congressional-district, wi]
timestamp: "2026-07-03"
---
# WI-04
Congressional district WI-04.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 722345 |
| Under 18 | 194708 |
| 1864 | 273644 |
| 65+ | 253993 |
| Median household income | 62083 |
| Poverty rate | 18.72 |
| Homeownership rate | 47.37 |
| Unemployment rate | 5.54 |
| Median home value | 237400 |
| Gini index | 0.481 |
| Vacancy rate | 8.47 |
| White | 304766 |
| Black | 228178 |
| Asian | 36046 |
| Hispanic/Latino | 134439 |
| Bachelor's or higher | 170940 |
## Source
- demographics: Census ACS 2023