Files
republic-os/data/jurisdictions/us/states/pa/counties/lycoming/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 Lycoming County, PA county 42081 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
113489 23296 66818 23375 63917 12.83 69.09 5.14 202200 0.4444 11.1 100481 4828 1077 235 2691 26946
field source
demographics Census ACS 2023
official
jurisdiction
county
pa
2026-07-03

Lycoming County, PA

County jurisdiction — 1 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 113489
Under 18 23296
1864 66818
65+ 23375
Median household income 63917
Poverty rate 12.83
Homeownership rate 69.09
Unemployment rate 5.14
Median home value 202200
Gini index 0.4444
Vacancy rate 11.1
White 100481
Black 4828
Asian 1077
Native 235
Hispanic/Latino 2691
Bachelor's or higher 26946

Source

  • demographics: Census ACS 2023