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>
This commit is contained in:
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---
type: Jurisdiction
title: "Ventura County, CA"
classification: county
fips: "06111"
state: "CA"
demographics:
population: 837469
population_under_18: 182707
population_18_64: 508969
population_65_plus: 145793
median_household_income: 109797
poverty_rate: 9.34
homeownership_rate: 64.57
unemployment_rate: 5.73
median_home_value: 822700
gini_index: 0.4506
vacancy_rate: 5.24
race_white: 435268
race_black: 15401
race_asian: 60589
race_native: 14035
hispanic: 371359
bachelors_plus: 290023
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ca]
timestamp: "2026-07-03"
---
# Ventura County, CA
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 837469 |
| Under 18 | 182707 |
| 18–64 | 508969 |
| 65+ | 145793 |
| Median household income | 109797 |
| Poverty rate | 9.34 |
| Homeownership rate | 64.57 |
| Unemployment rate | 5.73 |
| Median home value | 822700 |
| Gini index | 0.4506 |
| Vacancy rate | 5.24 |
| White | 435268 |
| Black | 15401 |
| Asian | 60589 |
| Native | 14035 |
| Hispanic/Latino | 371359 |
| Bachelor's or higher | 290023 |
## Source
- demographics: Census ACS 2023