Files
republic-os/data/jurisdictions/us/states/mi/counties/livingston/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 Livingston County, MI county 26093 MI
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
195833 39707 117459 38667 103039 5.08 86.87 3.42 356800 0.4165 4.88 183088 1157 1938 438 5783 75802
field source
demographics Census ACS 2023
official
jurisdiction
county
mi
2026-07-03

Livingston County, MI

County jurisdiction.

Demographics (ACS 2023)

Measure Value
Population 195833
Under 18 39707
1864 117459
65+ 38667
Median household income 103039
Poverty rate 5.08
Homeownership rate 86.87
Unemployment rate 3.42
Median home value 356800
Gini index 0.4165
Vacancy rate 4.88
White 183088
Black 1157
Asian 1938
Native 438
Hispanic/Latino 5783
Bachelor's or higher 75802

Source

  • demographics: Census ACS 2023