Files
republic-os/data/jurisdictions/us/states/tn/counties/bedford/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 Bedford County, TN county 47003 TN
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
52237 14463 17158 20616 67225 12.61 71.86 4.22 281200 0.424 4.8 39330 3349 441 555 8364 7676
field source
demographics Census ACS 2023
official
jurisdiction
county
tn
2026-07-03

Bedford County, TN

County jurisdiction — 1 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 52237
Under 18 14463
1864 17158
65+ 20616
Median household income 67225
Poverty rate 12.61
Homeownership rate 71.86
Unemployment rate 4.22
Median home value 281200
Gini index 0.424
Vacancy rate 4.8
White 39330
Black 3349
Asian 441
Native 555
Hispanic/Latino 8364
Bachelor's or higher 7676

Source

  • demographics: Census ACS 2023