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: "OH-08"
classification: congressional-district
state: "OH"
district: "OH-08"
demographics:
population: 791238
population_under_18: 204181
population_18_64: 245167
population_65_plus: 341890
median_household_income: 78375
poverty_rate: 11.14
homeownership_rate: 72.61
unemployment_rate: 3.98
median_home_value: 249800
gini_index: 0.4401
vacancy_rate: 4.26
race_white: 575394
race_black: 109616
race_asian: 25779
hispanic: 42240
bachelors_plus: 164773
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, congressional-district, oh]
timestamp: "2026-07-03"
---
# OH-08
Congressional district OH-08.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 791238 |
| Under 18 | 204181 |
| 18–64 | 245167 |
| 65+ | 341890 |
| Median household income | 78375 |
| Poverty rate | 11.14 |
| Homeownership rate | 72.61 |
| Unemployment rate | 3.98 |
| Median home value | 249800 |
| Gini index | 0.4401 |
| Vacancy rate | 4.26 |
| White | 575394 |
| Black | 109616 |
| Asian | 25779 |
| Hispanic/Latino | 42240 |
| Bachelor's or higher | 164773 |
## Source
- demographics: Census ACS 2023