Files
republic-os/data/jurisdictions/us/states/mn/counties/ramsey/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 Ramsey County, MN county 27123 MN
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
542945 125157 332192 85596 81568 12.34 60.61 4.87 326600 0.4654 5.36 321165 66371 81756 2995 45588 235050
field source
demographics Census ACS 2023
official
jurisdiction
county
mn
2026-07-03

Ramsey County, MN

County jurisdiction — 2 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 542945
Under 18 125157
1864 332192
65+ 85596
Median household income 81568
Poverty rate 12.34
Homeownership rate 60.61
Unemployment rate 4.87
Median home value 326600
Gini index 0.4654
Vacancy rate 5.36
White 321165
Black 66371
Asian 81756
Native 2995
Hispanic/Latino 45588
Bachelor's or higher 235050

Source

  • demographics: Census ACS 2023