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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---
type: Jurisdiction
title: "Stark County, OH"
classification: county
fips: "39151"
state: "OH"
demographics:
population: 373713
population_under_18: 80525
population_18_64: 216561
population_65_plus: 76627
median_household_income: 67934
poverty_rate: 12.46
homeownership_rate: 69.23
unemployment_rate: 3.88
median_home_value: 186400
gini_index: 0.4366
vacancy_rate: 7.14
race_white: 315829
race_black: 26619
race_asian: 3361
race_native: 404
hispanic: 11359
bachelors_plus: 92255
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, oh]
timestamp: "2026-07-03"
---
# Stark County, OH
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 373713 |
| Under 18 | 80525 |
| 18–64 | 216561 |
| 65+ | 76627 |
| Median household income | 67934 |
| Poverty rate | 12.46 |
| Homeownership rate | 69.23 |
| Unemployment rate | 3.88 |
| Median home value | 186400 |
| Gini index | 0.4366 |
| Vacancy rate | 7.14 |
| White | 315829 |
| Black | 26619 |
| Asian | 3361 |
| Native | 404 |
| Hispanic/Latino | 11359 |
| Bachelor's or higher | 92255 |
## Source
- demographics: Census ACS 2023