Files
republic-os/data/jurisdictions/us/states/al/counties/marshall/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 Marshall County, AL county 01095 AL
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
99748 25941 56757 17050 62571 16.64 75.77 3.91 201500 0.4646 12.7 78468 2591 606 1321 17192 18815
field source
demographics Census ACS 2023
official
jurisdiction
county
al
2026-07-03

Marshall County, AL

County jurisdiction — 2 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 99748
Under 18 25941
1864 56757
65+ 17050
Median household income 62571
Poverty rate 16.64
Homeownership rate 75.77
Unemployment rate 3.91
Median home value 201500
Gini index 0.4646
Vacancy rate 12.7
White 78468
Black 2591
Asian 606
Native 1321
Hispanic/Latino 17192
Bachelor's or higher 18815

Source

  • demographics: Census ACS 2023