Files
republic-os/data/jurisdictions/us/states/va/counties/fredericksburg-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 Fredericksburg city, VA county 51630 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
28873 7734 11423 9716 86071 13.19 39.74 5.06 483700 0.4568 5.63 16428 5733 1154 34 3628 11610
field source
demographics Census ACS 2023
official
jurisdiction
county
va
2026-07-03

Fredericksburg city, VA

County jurisdiction — 1 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 28873
Under 18 7734
18–64 11423
65+ 9716
Median household income 86071
Poverty rate 13.19
Homeownership rate 39.74
Unemployment rate 5.06
Median home value 483700
Gini index 0.4568
Vacancy rate 5.63
White 16428
Black 5733
Asian 1154
Native 34
Hispanic/Latino 3628
Bachelor's or higher 11610

Source

  • demographics: Census ACS 2023