Files
republic-os/data/jurisdictions/us/states/ar/counties/hot-spring/index.md
T
Fabio 5b0712c31f 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>
2026-07-03 23:35:00 -04:00

1.2 KiB
Raw Blame History

type, title, classification, fips, state, demographics, sources, confidence, tags, timestamp
type title classification fips state demographics sources confidence tags timestamp
Jurisdiction Hot Spring County, AR county 05059 AR
population population_under_18 population_18_64 population_65_plus median_household_income poverty_rate homeownership_rate unemployment_rate median_home_value gini_index vacancy_rate race_white race_black race_asian race_native hispanic bachelors_plus
33180 6539 19988 6653 55405 15.1 76.47 3.72 151100 0.4297 13.93 27282 3692 12 175 1362 5817
field source
demographics Census ACS 2023
official
jurisdiction
county
ar
2026-07-03

Hot Spring County, AR

County jurisdiction.

Demographics (ACS 2023)

Measure Value
Population 33180
Under 18 6539
1864 19988
65+ 6653
Median household income 55405
Poverty rate 15.1
Homeownership rate 76.47
Unemployment rate 3.72
Median home value 151100
Gini index 0.4297
Vacancy rate 13.93
White 27282
Black 3692
Asian 12
Native 175
Hispanic/Latino 1362
Bachelor's or higher 5817

Source

  • demographics: Census ACS 2023