Files
republic-os/data/jurisdictions/us/states/ia/counties/shelby/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 Shelby County, IA county 19165 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
11778 2699 6355 2724 72738 7.63 77.8 3.19 164000 0.447 10.27 10854 37 56 101 518 2648
field source
demographics Census ACS 2023
official
jurisdiction
county
ia
2026-07-03

Shelby County, IA

County jurisdiction.

Demographics (ACS 2023)

Measure Value
Population 11778
Under 18 2699
1864 6355
65+ 2724
Median household income 72738
Poverty rate 7.63
Homeownership rate 77.8
Unemployment rate 3.19
Median home value 164000
Gini index 0.447
Vacancy rate 10.27
White 10854
Black 37
Asian 56
Native 101
Hispanic/Latino 518
Bachelor's or higher 2648

Source

  • demographics: Census ACS 2023