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: "Juniata County, PA"
classification: county
fips: "42067"
state: "PA"
demographics:
population: 23379
population_under_18: 5161
population_18_64: 13262
population_65_plus: 4956
median_household_income: 66318
poverty_rate: 9.7
homeownership_rate: 73.81
unemployment_rate: 2.11
median_home_value: 217000
gini_index: 0.3961
vacancy_rate: 14.1
race_white: 21660
race_black: 233
race_asian: 112
race_native: 34
hispanic: 969
bachelors_plus: 3295
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, pa]
timestamp: "2026-07-03"
---
# Juniata County, PA
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 23379 |
| Under 18 | 5161 |
| 18–64 | 13262 |
| 65+ | 4956 |
| Median household income | 66318 |
| Poverty rate | 9.7 |
| Homeownership rate | 73.81 |
| Unemployment rate | 2.11 |
| Median home value | 217000 |
| Gini index | 0.3961 |
| Vacancy rate | 14.1 |
| White | 21660 |
| Black | 233 |
| Asian | 112 |
| Native | 34 |
| Hispanic/Latino | 969 |
| Bachelor's or higher | 3295 |
## Source
- demographics: Census ACS 2023