Files
republic-os/data/jurisdictions/us/states/pa/counties/berks/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 Berks County, PA county 42011 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
433015 95140 259775 78100 79777 12.23 71.27 5.43 257300 0.4455 4.86 301447 19969 5859 2854 107531 112321
field source
demographics Census ACS 2023
official
jurisdiction
county
pa
2026-07-03

Berks County, PA

County jurisdiction — 1 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 433015
Under 18 95140
1864 259775
65+ 78100
Median household income 79777
Poverty rate 12.23
Homeownership rate 71.27
Unemployment rate 5.43
Median home value 257300
Gini index 0.4455
Vacancy rate 4.86
White 301447
Black 19969
Asian 5859
Native 2854
Hispanic/Latino 107531
Bachelor's or higher 112321

Source

  • demographics: Census ACS 2023