Files
republic-os/data/jurisdictions/us/states/ms/counties/sunflower/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 Sunflower County, MS county 28133 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
24333 5196 15391 3746 39956 28.87 54.94 11.23 100300 0.5035 14.74 5627 17693 48 33 692 3741
field source
demographics Census ACS 2023
official
jurisdiction
county
ms
2026-07-03

Sunflower County, MS

County jurisdiction — 1 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 24333
Under 18 5196
1864 15391
65+ 3746
Median household income 39956
Poverty rate 28.87
Homeownership rate 54.94
Unemployment rate 11.23
Median home value 100300
Gini index 0.5035
Vacancy rate 14.74
White 5627
Black 17693
Asian 48
Native 33
Hispanic/Latino 692
Bachelor's or higher 3741

Source

  • demographics: Census ACS 2023