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: "Polk County, FL"
classification: county
fips: "12105"
state: "FL"
demographics:
population: 790694
population_under_18: 173947
population_18_64: 462554
population_65_plus: 154193
median_household_income: 65978
poverty_rate: 14.47
homeownership_rate: 70.47
unemployment_rate: 4.83
median_home_value: 266500
gini_index: 0.4467
vacancy_rate: 15.06
race_white: 438493
race_black: 115178
race_asian: 14302
race_native: 3459
hispanic: 230841
bachelors_plus: 170511
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, fl]
timestamp: "2026-07-03"
---
# Polk County, FL
County jurisdiction — 105 officeholders mapped.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 790694 |
| Under 18 | 173947 |
| 18–64 | 462554 |
| 65+ | 154193 |
| Median household income | 65978 |
| Poverty rate | 14.47 |
| Homeownership rate | 70.47 |
| Unemployment rate | 4.83 |
| Median home value | 266500 |
| Gini index | 0.4467 |
| Vacancy rate | 15.06 |
| White | 438493 |
| Black | 115178 |
| Asian | 14302 |
| Native | 3459 |
| Hispanic/Latino | 230841 |
| Bachelor's or higher | 170511 |
## Source
- demographics: Census ACS 2023