Files
republic-os/data/jurisdictions/us/states/ia/counties/ringgold/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 Ringgold County, IA county 19159 IA
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
4645 1042 2504 1099 73346 8.75 78.46 3.26 156200 0.4475 29.09 4473 18 0 16 100 980
field source
demographics Census ACS 2023
official
jurisdiction
county
ia
2026-07-03

Ringgold County, IA

County jurisdiction.

Demographics (ACS 2023)

Measure Value
Population 4645
Under 18 1042
1864 2504
65+ 1099
Median household income 73346
Poverty rate 8.75
Homeownership rate 78.46
Unemployment rate 3.26
Median home value 156200
Gini index 0.4475
Vacancy rate 29.09
White 4473
Black 18
Asian 0
Native 16
Hispanic/Latino 100
Bachelor's or higher 980

Source

  • demographics: Census ACS 2023