Files
republic-os/data/jurisdictions/us/states/ms/counties/bolivar/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 Bolivar County, MS county 28011 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
29534 7273 17205 5056 39585 32.63 62.64 7.11 130000 0.5399 12.86 9162 18674 282 12 787 7780
field source
demographics Census ACS 2023
official
jurisdiction
county
ms
2026-07-03

Bolivar County, MS

County jurisdiction — 1 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 29534
Under 18 7273
1864 17205
65+ 5056
Median household income 39585
Poverty rate 32.63
Homeownership rate 62.64
Unemployment rate 7.11
Median home value 130000
Gini index 0.5399
Vacancy rate 12.86
White 9162
Black 18674
Asian 282
Native 12
Hispanic/Latino 787
Bachelor's or higher 7780

Source

  • demographics: Census ACS 2023