Files
republic-os/data/jurisdictions/us/states/nc/counties/forsyth/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 Forsyth County, NC county 37067 NC
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
389977 88343 235500 66134 67165 14.52 63.56 5.05 250400 0.4781 8.94 217688 98404 9311 1613 58888 140974
field source
demographics Census ACS 2023
official
jurisdiction
county
nc
2026-07-03

Forsyth County, NC

County jurisdiction — 4 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 389977
Under 18 88343
1864 235500
65+ 66134
Median household income 67165
Poverty rate 14.52
Homeownership rate 63.56
Unemployment rate 5.05
Median home value 250400
Gini index 0.4781
Vacancy rate 8.94
White 217688
Black 98404
Asian 9311
Native 1613
Hispanic/Latino 58888
Bachelor's or higher 140974

Source

  • demographics: Census ACS 2023