Files
republic-os/data/jurisdictions/us/states/oh/counties/williams/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 Williams County, OH county 39171 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
36719 8084 21267 7368 61048 12.75 76.25 4.05 150000 0.4073 6.57 33673 228 241 73 1982 4700
field source
demographics Census ACS 2023
official
jurisdiction
county
oh
2026-07-03

Williams County, OH

County jurisdiction — 1 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 36719
Under 18 8084
1864 21267
65+ 7368
Median household income 61048
Poverty rate 12.75
Homeownership rate 76.25
Unemployment rate 4.05
Median home value 150000
Gini index 0.4073
Vacancy rate 6.57
White 33673
Black 228
Asian 241
Native 73
Hispanic/Latino 1982
Bachelor's or higher 4700

Source

  • demographics: Census ACS 2023