Files
republic-os/data/jurisdictions/us/states/la/counties/natchitoches-parish/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 Natchitoches Parish, LA county 22069 LA
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
36693 8400 22023 6270 46292 25.42 60.95 5.61 171300 0.5098 22.61 18727 14552 241 373 1438 7905
field source
demographics Census ACS 2023
official
jurisdiction
county
la
2026-07-03

Natchitoches Parish, LA

County jurisdiction — 1 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 36693
Under 18 8400
1864 22023
65+ 6270
Median household income 46292
Poverty rate 25.42
Homeownership rate 60.95
Unemployment rate 5.61
Median home value 171300
Gini index 0.5098
Vacancy rate 22.61
White 18727
Black 14552
Asian 241
Native 373
Hispanic/Latino 1438
Bachelor's or higher 7905

Source

  • demographics: Census ACS 2023