Files
republic-os/data/jurisdictions/us/states/sd/counties/pennington/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 Pennington County, SD county 46103 SD
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
115979 28470 36175 51334 79250 8.82 69.97 3.42 360900 0.4209 11.65 90475 962 1839 9062 7116 40179
field source
demographics Census ACS 2023
official
jurisdiction
county
sd
2026-07-03

Pennington County, SD

County jurisdiction — 1 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 115979
Under 18 28470
1864 36175
65+ 51334
Median household income 79250
Poverty rate 8.82
Homeownership rate 69.97
Unemployment rate 3.42
Median home value 360900
Gini index 0.4209
Vacancy rate 11.65
White 90475
Black 962
Asian 1839
Native 9062
Hispanic/Latino 7116
Bachelor's or higher 40179

Source

  • demographics: Census ACS 2023