Files
republic-os/data/jurisdictions/us/states/ok/counties/marshall/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 Marshall County, OK county 40095 OK
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
15792 3674 8562 3556 57245 16.08 77.57 4.71 164500 0.4481 32.27 10429 67 69 1127 2866 2482
field source
demographics Census ACS 2023
official
jurisdiction
county
ok
2026-07-03

Marshall County, OK

County jurisdiction.

Demographics (ACS 2023)

Measure Value
Population 15792
Under 18 3674
1864 8562
65+ 3556
Median household income 57245
Poverty rate 16.08
Homeownership rate 77.57
Unemployment rate 4.71
Median home value 164500
Gini index 0.4481
Vacancy rate 32.27
White 10429
Black 67
Asian 69
Native 1127
Hispanic/Latino 2866
Bachelor's or higher 2482

Source

  • demographics: Census ACS 2023