Files
republic-os/data/jurisdictions/us/states/pa/counties/warren/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 Warren County, PA county 42123 PA
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
37920 7447 21089 9384 60480 10.81 79.47 4.4 127500 0.4159 25.46 35784 314 166 23 481 7533
field source
demographics Census ACS 2023
official
jurisdiction
county
pa
2026-07-03

Warren County, PA

County jurisdiction — 1 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 37920
Under 18 7447
1864 21089
65+ 9384
Median household income 60480
Poverty rate 10.81
Homeownership rate 79.47
Unemployment rate 4.4
Median home value 127500
Gini index 0.4159
Vacancy rate 25.46
White 35784
Black 314
Asian 166
Native 23
Hispanic/Latino 481
Bachelor's or higher 7533

Source

  • demographics: Census ACS 2023