Files
republic-os/data/jurisdictions/us/states/tx/counties/mclennan/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 McLennan County, TX county 48309 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
266067 63736 161560 40771 66643 16.58 61.8 4.45 243600 0.4828 10.25 156288 37090 4595 1097 71761 65879
field source
demographics Census ACS 2023
official
jurisdiction
county
tx
2026-07-03

McLennan County, TX

County jurisdiction — 5 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 266067
Under 18 63736
1864 161560
65+ 40771
Median household income 66643
Poverty rate 16.58
Homeownership rate 61.8
Unemployment rate 4.45
Median home value 243600
Gini index 0.4828
Vacancy rate 10.25
White 156288
Black 37090
Asian 4595
Native 1097
Hispanic/Latino 71761
Bachelor's or higher 65879

Source

  • demographics: Census ACS 2023