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>
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---
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type: Jurisdiction
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title: "Walworth County, WI"
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classification: county
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fips: "55127"
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state: "WI"
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demographics:
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population: 105657
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population_under_18: 20610
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population_18_64: 63952
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population_65_plus: 21095
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median_household_income: 80520
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poverty_rate: 9.36
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homeownership_rate: 70.63
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unemployment_rate: 2.88
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median_home_value: 302700
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gini_index: 0.452
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vacancy_rate: 20.39
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race_white: 90011
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race_black: 853
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race_asian: 916
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race_native: 392
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hispanic: 12821
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bachelors_plus: 31136
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sources:
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- field: demographics
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source: Census ACS 2023
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confidence: official
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tags: [jurisdiction, county, wi]
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timestamp: "2026-07-03"
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---
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# Walworth County, WI
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County jurisdiction.
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## Demographics (ACS 2023)
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| Measure | Value |
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| --- | --- |
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| Population | 105657 |
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| Under 18 | 20610 |
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| 18–64 | 63952 |
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| 65+ | 21095 |
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| Median household income | 80520 |
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| Poverty rate | 9.36 |
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| Homeownership rate | 70.63 |
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| Unemployment rate | 2.88 |
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| Median home value | 302700 |
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| Gini index | 0.452 |
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| Vacancy rate | 20.39 |
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| White | 90011 |
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| Black | 853 |
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| Asian | 916 |
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| Native | 392 |
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| Hispanic/Latino | 12821 |
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| Bachelor's or higher | 31136 |
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## Source
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- demographics: Census ACS 2023
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