Files
republic-os/data/jurisdictions/us/states/tx/counties/stephens/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 Stephens County, TX county 48429 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
9351 1941 5506 1904 58008 14.65 79.16 5.45 110200 0.4249 22.52 7308 289 98 55 2349 1492
field source
demographics Census ACS 2023
official
jurisdiction
county
tx
2026-07-03

Stephens County, TX

County jurisdiction — 1 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 9351
Under 18 1941
1864 5506
65+ 1904
Median household income 58008
Poverty rate 14.65
Homeownership rate 79.16
Unemployment rate 5.45
Median home value 110200
Gini index 0.4249
Vacancy rate 22.52
White 7308
Black 289
Asian 98
Native 55
Hispanic/Latino 2349
Bachelor's or higher 1492

Source

  • demographics: Census ACS 2023