Files
republic-os/data/jurisdictions/us/states/ms/counties/leflore/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 Leflore County, MS county 28083 MS
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
27141 7406 15632 4103 35277 31.5 52.45 11.61 101200 0.528 19.15 5662 20177 62 29 874 5268
field source
demographics Census ACS 2023
official
jurisdiction
county
ms
2026-07-03

Leflore County, MS

County jurisdiction — 1 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 27141
Under 18 7406
1864 15632
65+ 4103
Median household income 35277
Poverty rate 31.5
Homeownership rate 52.45
Unemployment rate 11.61
Median home value 101200
Gini index 0.528
Vacancy rate 19.15
White 5662
Black 20177
Asian 62
Native 29
Hispanic/Latino 874
Bachelor's or higher 5268

Source

  • demographics: Census ACS 2023