Files
republic-os/data/jurisdictions/us/states/ca/counties/orange/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 Orange County, CA county 06059 CA
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
3165820 665133 1985863 514824 116289 9.5 56.39 5.4 962600 0.4657 5.51 1351830 51497 708219 27023 1082931 1340166
field source
demographics Census ACS 2023
official
jurisdiction
county
ca
2026-07-03

Orange County, CA

County jurisdiction — 9 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 3165820
Under 18 665133
1864 1985863
65+ 514824
Median household income 116289
Poverty rate 9.5
Homeownership rate 56.39
Unemployment rate 5.4
Median home value 962600
Gini index 0.4657
Vacancy rate 5.51
White 1351830
Black 51497
Asian 708219
Native 27023
Hispanic/Latino 1082931
Bachelor's or higher 1340166

Source

  • demographics: Census ACS 2023