Files
republic-os/data/jurisdictions/us/states/ms/counties/oktibbeha/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 Oktibbeha County, MS county 28105 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
51771 9058 36390 6323 46695 25.53 47.98 5.78 237700 0.5303 14.75 28654 18365 1652 101 1253 18458
field source
demographics Census ACS 2023
official
jurisdiction
county
ms
2026-07-03

Oktibbeha County, MS

County jurisdiction — 1 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 51771
Under 18 9058
1864 36390
65+ 6323
Median household income 46695
Poverty rate 25.53
Homeownership rate 47.98
Unemployment rate 5.78
Median home value 237700
Gini index 0.5303
Vacancy rate 14.75
White 28654
Black 18365
Asian 1652
Native 101
Hispanic/Latino 1253
Bachelor's or higher 18458

Source

  • demographics: Census ACS 2023