Files
republic-os/data/jurisdictions/us/states/ca/counties/tulare/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 Tulare County, CA county 06107 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
478693 142421 279171 57101 71300 17.89 58.45 9.31 330100 0.4361 7.14 177316 7451 17582 7616 318976 64642
field source
demographics Census ACS 2023
official
jurisdiction
county
ca
2026-07-03

Tulare County, CA

County jurisdiction — 1 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 478693
Under 18 142421
1864 279171
65+ 57101
Median household income 71300
Poverty rate 17.89
Homeownership rate 58.45
Unemployment rate 9.31
Median home value 330100
Gini index 0.4361
Vacancy rate 7.14
White 177316
Black 7451
Asian 17582
Native 7616
Hispanic/Latino 318976
Bachelor's or higher 64642

Source

  • demographics: Census ACS 2023