Files
republic-os/data/jurisdictions/us/states/oh/counties/ottawa/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 Ottawa County, OH county 39123 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
39994 7015 21909 11070 76101 8.43 83.56 3.1 219900 0.4646 36.0 36803 434 168 66 2113 12459
field source
demographics Census ACS 2023
official
jurisdiction
county
oh
2026-07-03

Ottawa County, OH

County jurisdiction — 1 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 39994
Under 18 7015
1864 21909
65+ 11070
Median household income 76101
Poverty rate 8.43
Homeownership rate 83.56
Unemployment rate 3.1
Median home value 219900
Gini index 0.4646
Vacancy rate 36.0
White 36803
Black 434
Asian 168
Native 66
Hispanic/Latino 2113
Bachelor's or higher 12459

Source

  • demographics: Census ACS 2023