Files
republic-os/data/jurisdictions/us/states/oh/counties/ashland/index.md
T
Fabio 199d8b37d3 Municipals: nest 1,823 city officeholders under their real counties
Pull Atlas's place→county crosswalk (Census TIGER 2024 places × county
geometries, 32,041 places) into the build as a committed raw input, and
use it to resolve municipal officeholders whose county was unknown.

- data/place_county_crosswalk.jsonl — new raw input (place_geoid → county_geoid)
- build.py — place-name+state → county_geoid → ACS county slug as a fallback
  in county_slug(); city_slug() generalized to non-FL bare place labels
- data/sources/sources.yaml — provenance entry for the crosswalk

_unresolved municipals: 1919 → 58. The remainder are genuine: CT planning
regions (post-county), county-level rows mislabeled municipal upstream,
consolidated city-counties (null label), Wikidata-QID placeholder names,
and ambiguous same-name places — left unresolved rather than guessed.

Join key is county_geoid (5-digit FIPS); the directory slug is taken from
the ACS county node so municipals nest under the exact existing county dir.
Deterministic (byte-identical rebuild); validate.py passes 19,721 records.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-07-04 20:23:57 -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 Ashland County, OH county 39005 OH
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
52256 11760 29909 10587 69860 13.28 77.85 3.63 186800 0.4037 8.19 49498 512 243 104 935 10806
field source
demographics Census ACS 2023
official
jurisdiction
county
oh
2026-07-03

Ashland County, OH

County jurisdiction — 1 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 52256
Under 18 11760
1864 29909
65+ 10587
Median household income 69860
Poverty rate 13.28
Homeownership rate 77.85
Unemployment rate 3.63
Median home value 186800
Gini index 0.4037
Vacancy rate 8.19
White 49498
Black 512
Asian 243
Native 104
Hispanic/Latino 935
Bachelor's or higher 10806

Source

  • demographics: Census ACS 2023