Files
republic-os/data/jurisdictions/us/states/or/counties/benton/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 Benton County, OR county 41003 OR
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
96303 15150 63835 17318 77702 18.2 56.95 6.98 513000 0.5023 5.89 76292 1260 6413 1011 9031 48458
field source
demographics Census ACS 2023
official
jurisdiction
county
or
2026-07-03

Benton County, OR

County jurisdiction — 1 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 96303
Under 18 15150
1864 63835
65+ 17318
Median household income 77702
Poverty rate 18.2
Homeownership rate 56.95
Unemployment rate 6.98
Median home value 513000
Gini index 0.5023
Vacancy rate 5.89
White 76292
Black 1260
Asian 6413
Native 1011
Hispanic/Latino 9031
Bachelor's or higher 48458

Source

  • demographics: Census ACS 2023