Files
republic-os/data/jurisdictions/us/states/tx/counties/willacy/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 Willacy County, TX county 48489 TX
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
20139 4756 12416 2967 54180 23.96 74.75 7.53 73600 0.4778 17.34 8023 307 32 35 17577 2244
field source
demographics Census ACS 2023
official
jurisdiction
county
tx
2026-07-03

Willacy County, TX

County jurisdiction — 1 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 20139
Under 18 4756
1864 12416
65+ 2967
Median household income 54180
Poverty rate 23.96
Homeownership rate 74.75
Unemployment rate 7.53
Median home value 73600
Gini index 0.4778
Vacancy rate 17.34
White 8023
Black 307
Asian 32
Native 35
Hispanic/Latino 17577
Bachelor's or higher 2244

Source

  • demographics: Census ACS 2023