Files
republic-os/data/jurisdictions/us/states/va/counties/harrisonburg-city/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 Harrisonburg city, VA county 51660 VA
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
51392 15547 21926 13919 62254 25.71 39.49 6.86 299100 0.4543 7.0 33036 3938 1837 271 12119 14450
field source
demographics Census ACS 2023
official
jurisdiction
county
va
2026-07-03

Harrisonburg city, VA

County jurisdiction — 1 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 51392
Under 18 15547
18–64 21926
65+ 13919
Median household income 62254
Poverty rate 25.71
Homeownership rate 39.49
Unemployment rate 6.86
Median home value 299100
Gini index 0.4543
Vacancy rate 7.0
White 33036
Black 3938
Asian 1837
Native 271
Hispanic/Latino 12119
Bachelor's or higher 14450

Source

  • demographics: Census ACS 2023