Files
republic-os/data/jurisdictions/us/states/tx/counties/gray/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 Gray County, TX county 48179 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
21045 5213 12324 3508 59614 15.72 76.37 5.57 102900 0.4892 19.7 16229 960 225 300 6614 2709
field source
demographics Census ACS 2023
official
jurisdiction
county
tx
2026-07-03

Gray County, TX

County jurisdiction — 1 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 21045
Under 18 5213
1864 12324
65+ 3508
Median household income 59614
Poverty rate 15.72
Homeownership rate 76.37
Unemployment rate 5.57
Median home value 102900
Gini index 0.4892
Vacancy rate 19.7
White 16229
Black 960
Asian 225
Native 300
Hispanic/Latino 6614
Bachelor's or higher 2709

Source

  • demographics: Census ACS 2023