Files
republic-os/data/jurisdictions/us/states/tx/counties/shelby/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 Shelby County, TX county 48419 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
24155 6280 13418 4457 49776 20.58 74.01 4.07 101500 0.4752 19.15 15508 3649 9 493 4802 3032
field source
demographics Census ACS 2023
official
jurisdiction
county
tx
2026-07-03

Shelby County, TX

County jurisdiction — 1 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 24155
Under 18 6280
1864 13418
65+ 4457
Median household income 49776
Poverty rate 20.58
Homeownership rate 74.01
Unemployment rate 4.07
Median home value 101500
Gini index 0.4752
Vacancy rate 19.15
White 15508
Black 3649
Asian 9
Native 493
Hispanic/Latino 4802
Bachelor's or higher 3032

Source

  • demographics: Census ACS 2023