Add elections + demographics layer: candidates and jurisdictions

Two new entity types, built deterministically from the raw exports:

  Candidate (2,494)     — 2026 federal candidates as files under
                          us/states/<st>/candidates/, with office,
                          district, party, incumbent/challenger stance,
                          campaign committee, FEC id.

  Jurisdiction (3,494)  — demographic nodes carrying ACS 2023 data:
                          3,131 counties (deduped from 3,231 mixed-format
                          fips keys) + 363 congressional districts.

This completes the county skeleton nationwide: every US county is now a
browsable node with population, income, poverty, race, education and
housing — even where no officeholders are mapped yet. In Florida the
county index.md merges into the existing dir and reports its officeholder
count alongside demographics (St. Lucie: 33 officeholders + ACS profile).

build.py now reads seven raw inputs in one deterministic pass
(byte-identical on rerun). The mirror now answers: who holds power, who
runs this institution, who is running, and what each place is made of.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
This commit is contained in:
Fabio
2026-07-03 23:35:00 -04:00
parent 6b3249ecc0
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---
type: Candidate
title: "Adam Perez Arquette"
description: "U.S. House candidate, KY-06 (2026)"
office: "U.S. House"
state: "KY"
district: "KY-06"
party: "REP"
stance: "open-seat"
election_year: 2026
status: "statutory candidate"
committee:
name: "ADAM PEREZ ARQUETTE FOR CONGRESS"
id: "C00924845"
ids:
fec: "H6KY06259"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, house, ky]
timestamp: "2026-07-03"
---
# Adam Perez Arquette
Republican open-seat for U.S. House (KY-06), 2026.
## Campaign Committee
- ADAM PEREZ ARQUETTE FOR CONGRESS (C00924845)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,36 @@
---
type: Candidate
title: "Amy Mcgrath"
description: "U.S. Senate candidate, KY (2026)"
office: "U.S. Senate"
state: "KY"
party: "DEM"
stance: "open-seat"
election_year: 2026
status: "statutory candidate"
committee:
name: "AMY MCGRATH FOR SENATE"
id: "C00922302"
ids:
fec: "S0KY00339"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, senate, ky]
timestamp: "2026-07-03"
---
# Amy Mcgrath
Democratic open-seat for U.S. Senate (KY), 2026.
## Campaign Committee
- AMY MCGRATH FOR SENATE (C00922302)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,37 @@
---
type: Candidate
title: "Bowman J Jay"
description: "U.S. House candidate, KY-06 (2026)"
office: "U.S. House"
state: "KY"
district: "KY-06"
party: "NNE"
stance: "open-seat"
election_year: 2026
status: "statutory candidate"
committee:
name: "DBA BOWMAN2026"
id: "C00925206"
ids:
fec: "H6KY06234"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, house, ky]
timestamp: "2026-07-03"
---
# Bowman J Jay
NNE open-seat for U.S. House (KY-06), 2026.
## Campaign Committee
- DBA BOWMAN2026 (C00925206)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,36 @@
---
type: Candidate
title: "Charles Booker"
description: "U.S. Senate candidate, KY (2026)"
office: "U.S. Senate"
state: "KY"
party: "DEM"
stance: "open-seat"
election_year: 2026
status: "statutory candidate"
committee:
name: "BOOKER FOR THE COMMONWEALTH"
id: "C00929208"
ids:
fec: "S6KY00385"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, senate, ky]
timestamp: "2026-07-03"
---
# Charles Booker
Democratic open-seat for U.S. Senate (KY), 2026.
## Campaign Committee
- BOOKER FOR THE COMMONWEALTH (C00929208)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,37 @@
---
type: Candidate
title: "Cherlynn Stevenson"
description: "U.S. House candidate, KY-06 (2026)"
office: "U.S. House"
state: "KY"
district: "KY-06"
party: "DEM"
stance: "open-seat"
election_year: 2026
status: "statutory candidate"
committee:
name: "CHERLYNN FOR CONGRESS"
id: "C00904995"
ids:
fec: "H6KY06150"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, house, ky]
timestamp: "2026-07-03"
---
# Cherlynn Stevenson
Democratic open-seat for U.S. House (KY-06), 2026.
## Campaign Committee
- CHERLYNN FOR CONGRESS (C00904995)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,36 @@
---
type: Candidate
title: "Dale Romans"
description: "U.S. Senate candidate, KY (2026)"
office: "U.S. Senate"
state: "KY"
party: "DEM"
stance: "open-seat"
election_year: 2026
status: "statutory candidate"
committee:
name: "DALE ROMANS FOR KENTUCKY"
id: "C00925578"
ids:
fec: "S6KY00369"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, senate, ky]
timestamp: "2026-07-03"
---
# Dale Romans
Democratic open-seat for U.S. Senate (KY), 2026.
## Campaign Committee
- DALE ROMANS FOR KENTUCKY (C00925578)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,36 @@
---
type: Candidate
title: "Daniel Cameron"
description: "U.S. Senate candidate, KY (2026)"
office: "U.S. Senate"
state: "KY"
party: "REP"
stance: "open-seat"
election_year: 2026
status: "statutory candidate"
committee:
name: "CAMERON FOR SENATE INC."
id: "C00898189"
ids:
fec: "S6KY00237"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, senate, ky]
timestamp: "2026-07-03"
---
# Daniel Cameron
Republican open-seat for U.S. Senate (KY), 2026.
## Campaign Committee
- CAMERON FOR SENATE INC. (C00898189)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,37 @@
---
type: Candidate
title: "David Kloiber"
description: "U.S. House candidate, KY-06 (2026)"
office: "U.S. House"
state: "KY"
district: "KY-06"
party: "DEM"
stance: "open-seat"
election_year: 2026
status: "statutory candidate"
committee:
name: "KLOIBER FOR CONGRESS"
id: "C00906768"
ids:
fec: "H6KY06168"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, house, ky]
timestamp: "2026-07-03"
---
# David Kloiber
Democratic open-seat for U.S. House (KY-06), 2026.
## Campaign Committee
- KLOIBER FOR CONGRESS (C00906768)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,37 @@
---
type: Candidate
title: "Deanna Gordon"
description: "U.S. House candidate, KY-06 (2026)"
office: "U.S. House"
state: "KY"
district: "KY-06"
party: "REP"
stance: "open-seat"
election_year: 2026
status: "statutory candidate"
committee:
name: "DEANNA GORDON FOR CONGRESS"
id: "C00911172"
ids:
fec: "H6KY06176"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, house, ky]
timestamp: "2026-07-03"
---
# Deanna Gordon
Republican open-seat for U.S. House (KY-06), 2026.
## Campaign Committee
- DEANNA GORDON FOR CONGRESS (C00911172)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,37 @@
---
type: Candidate
title: "Ed Gallrein"
description: "U.S. House candidate, KY-04 (2026)"
office: "U.S. House"
state: "KY"
district: "KY-04"
party: "REP"
stance: "challenger"
election_year: 2026
status: "statutory candidate"
committee:
name: "GALLREIN FOR CONGRESS"
id: "C00923995"
ids:
fec: "H6KY04171"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, house, ky]
timestamp: "2026-07-03"
---
# Ed Gallrein
Republican challenger for U.S. House (KY-04), 2026.
## Campaign Committee
- GALLREIN FOR CONGRESS (C00923995)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,37 @@
---
type: Candidate
title: "Erin Petrey"
description: "U.S. House candidate, KY-06 (2026)"
office: "U.S. House"
state: "KY"
district: "KY-06"
party: "DEM"
stance: "open-seat"
election_year: 2026
status: "statutory candidate"
committee:
name: "ERIN PETREY FOR CONGRESS"
id: "C00918284"
ids:
fec: "H6KY06218"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, house, ky]
timestamp: "2026-07-03"
---
# Erin Petrey
Democratic open-seat for U.S. House (KY-06), 2026.
## Campaign Committee
- ERIN PETREY FOR CONGRESS (C00918284)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,36 @@
---
type: Candidate
title: "Garland Andy Barr"
description: "U.S. Senate candidate, KY (2026)"
office: "U.S. Senate"
state: "KY"
party: "REP"
stance: "open-seat"
election_year: 2026
status: "statutory candidate"
committee:
name: "ANDY BARR FOR SENATE, INC."
id: "C00467571"
ids:
fec: "S6KY00286"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, senate, ky]
timestamp: "2026-07-03"
---
# Garland Andy Barr
Republican open-seat for U.S. Senate (KY), 2026.
## Campaign Committee
- ANDY BARR FOR SENATE, INC. (C00467571)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,37 @@
---
type: Candidate
title: "Garland Andy Barr"
description: "U.S. House candidate, KY-06 (2026)"
office: "U.S. House"
state: "KY"
district: "KY-06"
party: "REP"
stance: "incumbent"
election_year: 2026
status: "statutory candidate"
committee:
name: "ANDY BARR FOR SENATE, INC."
id: "C00467571"
ids:
fec: "H0KY06104"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, house, ky]
timestamp: "2026-07-03"
---
# Garland Andy Barr
Republican incumbent for U.S. House (KY-06), 2026.
## Campaign Committee
- ANDY BARR FOR SENATE, INC. (C00467571)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,37 @@
---
type: Candidate
title: "Greg Plucinski"
description: "U.S. House candidate, KY-06 (2026)"
office: "U.S. House"
state: "KY"
district: "KY-06"
party: "REP"
stance: "open-seat"
election_year: 2026
status: "statutory candidate"
committee:
name: "GREG PLUCINSKI FOR CONGRESS"
id: "C00923110"
ids:
fec: "H6KY06226"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, house, ky]
timestamp: "2026-07-03"
---
# Greg Plucinski
Republican open-seat for U.S. House (KY-06), 2026.
## Campaign Committee
- GREG PLUCINSKI FOR CONGRESS (C00923110)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,37 @@
---
type: Candidate
title: "Harold Dallas Rogers"
description: "U.S. House candidate, KY-05 (2026)"
office: "U.S. House"
state: "KY"
district: "KY-05"
party: "REP"
stance: "incumbent"
election_year: 2026
status: "statutory candidate"
committee:
name: "HAL ROGERS FOR CONGRESS"
id: "C00116632"
ids:
fec: "H0KY05015"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, house, ky]
timestamp: "2026-07-03"
---
# Harold Dallas Rogers
Republican incumbent for U.S. House (KY-05), 2026.
## Campaign Committee
- HAL ROGERS FOR CONGRESS (C00116632)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,37 @@
---
type: Candidate
title: "James Comer"
description: "U.S. House candidate, KY-01 (2026)"
office: "U.S. House"
state: "KY"
district: "KY-01"
party: "REP"
stance: "incumbent"
election_year: 2026
status: "statutory candidate"
committee:
name: "COMER FOR CONGRESS"
id: "C00588764"
ids:
fec: "H6KY01110"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, house, ky]
timestamp: "2026-07-03"
---
# James Comer
Republican incumbent for U.S. House (KY-01), 2026.
## Campaign Committee
- COMER FOR CONGRESS (C00588764)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,37 @@
---
type: Candidate
title: "Jesse Russell Mr. Brewer"
description: "U.S. House candidate, KY-04 (2026)"
office: "U.S. House"
state: "KY"
district: "KY-04"
party: "DEM"
stance: "challenger"
election_year: 2026
status: "statutory candidate"
committee:
name: "COMMITTEE TO ELECT JESSE BREWER"
id: "C00904144"
ids:
fec: "H6KY04148"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, house, ky]
timestamp: "2026-07-03"
---
# Jesse Russell Mr. Brewer
Democratic challenger for U.S. House (KY-04), 2026.
## Campaign Committee
- COMMITTEE TO ELECT JESSE BREWER (C00904144)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,36 @@
---
type: Candidate
title: "Joel Willett"
description: "U.S. Senate candidate, KY (2026)"
office: "U.S. Senate"
state: "KY"
party: "DEM"
stance: "open-seat"
election_year: 2026
status: "statutory candidate"
committee:
name: "JOEL FOR KENTUCKY"
id: "C00920009"
ids:
fec: "S6KY00336"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, senate, ky]
timestamp: "2026-07-03"
---
# Joel Willett
Democratic open-seat for U.S. Senate (KY), 2026.
## Campaign Committee
- JOEL FOR KENTUCKY (C00920009)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,37 @@
---
type: Candidate
title: "John Andrew Williams"
description: "U.S. House candidate, KY-01 (2026)"
office: "U.S. House"
state: "KY"
district: "KY-01"
party: "DEM"
stance: "challenger"
election_year: 2026
status: "statutory candidate"
committee:
name: "WILLIAMS FOR KENTUCKY CAMPAIGN"
id: "C00904243"
ids:
fec: "H6KY01169"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, house, ky]
timestamp: "2026-07-03"
---
# John Andrew Williams
Democratic challenger for U.S. House (KY-01), 2026.
## Campaign Committee
- WILLIAMS FOR KENTUCKY CAMPAIGN (C00904243)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,37 @@
---
type: Candidate
title: "Joshua M Ferguson"
description: "U.S. House candidate, KY-02 (2026)"
office: "U.S. House"
state: "KY"
district: "KY-02"
party: "REP"
stance: "challenger"
election_year: 2026
status: "statutory candidate"
committee:
name: "JOSHUA M FERGUSON FOR CONGRESS"
id: "C00926501"
ids:
fec: "H6KY02076"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, house, ky]
timestamp: "2026-07-03"
---
# Joshua M Ferguson
Republican challenger for U.S. House (KY-02), 2026.
## Campaign Committee
- JOSHUA M FERGUSON FOR CONGRESS (C00926501)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,37 @@
---
type: Candidate
title: "Kevin Smith"
description: "U.S. House candidate, KY-05 (2026)"
office: "U.S. House"
state: "KY"
district: "KY-05"
party: "REP"
stance: "challenger"
election_year: 2026
status: "statutory candidate"
committee:
name: "KEVIN SMITH FOR CONGRESS"
id: "C00933853"
ids:
fec: "H6KY05194"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, house, ky]
timestamp: "2026-07-03"
---
# Kevin Smith
Republican challenger for U.S. House (KY-05), 2026.
## Campaign Committee
- KEVIN SMITH FOR CONGRESS (C00933853)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,36 @@
---
type: Candidate
title: "Logan Forsythe"
description: "U.S. Senate candidate, KY (2026)"
office: "U.S. Senate"
state: "KY"
party: "DEM"
stance: "open-seat"
election_year: 2026
status: "statutory candidate"
committee:
name: "LOGAN FOR KENTUCKY"
id: "C00919811"
ids:
fec: "S6KY00328"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, senate, ky]
timestamp: "2026-07-03"
---
# Logan Forsythe
Democratic open-seat for U.S. Senate (KY), 2026.
## Campaign Committee
- LOGAN FOR KENTUCKY (C00919811)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,37 @@
---
type: Candidate
title: "Maria Teresa Rodriguez"
description: "U.S. House candidate, KY-03 (2026)"
office: "U.S. House"
state: "KY"
district: "KY-03"
party: "REP"
stance: "challenger"
election_year: 2026
status: "statutory candidate"
committee:
name: "MARIA RODRIGUEZ FOR US CONGRESS"
id: "C00938209"
ids:
fec: "H6KY03223"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, house, ky]
timestamp: "2026-07-03"
---
# Maria Teresa Rodriguez
Republican challenger for U.S. House (KY-03), 2026.
## Campaign Committee
- MARIA RODRIGUEZ FOR US CONGRESS (C00938209)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,37 @@
---
type: Candidate
title: "Melissa Claire Strange"
description: "U.S. House candidate, KY-04 (2026)"
office: "U.S. House"
state: "KY"
district: "KY-04"
party: "DEM"
stance: "challenger"
election_year: 2026
status: "statutory candidate"
committee:
name: "CITIZENS FOR MELISSA STRANGE"
id: "C00925917"
ids:
fec: "H6KY04189"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, house, ky]
timestamp: "2026-07-03"
---
# Melissa Claire Strange
Democratic challenger for U.S. House (KY-04), 2026.
## Campaign Committee
- CITIZENS FOR MELISSA STRANGE (C00925917)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,36 @@
---
type: Candidate
title: "Michael Faris"
description: "U.S. Senate candidate, KY (2026)"
office: "U.S. Senate"
state: "KY"
party: "REP"
stance: "open-seat"
election_year: 2026
status: "statutory candidate"
committee:
name: "MIKE FARIS FOR U.S. SENATE"
id: "C00903930"
ids:
fec: "S6KY00260"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, senate, ky]
timestamp: "2026-07-03"
---
# Michael Faris
Republican open-seat for U.S. Senate (KY), 2026.
## Campaign Committee
- MIKE FARIS FOR U.S. SENATE (C00903930)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,36 @@
---
type: Candidate
title: "Michael James Faris"
description: "U.S. Senate candidate, KY (2026)"
office: "U.S. Senate"
state: "KY"
party: "REP"
stance: "open-seat"
election_year: 2026
status: "statutory candidate"
committee:
name: "MIKE FARIS FOR U.S. SENATE"
id: "C00903930"
ids:
fec: "S6KY00278"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, senate, ky]
timestamp: "2026-07-03"
---
# Michael James Faris
Republican open-seat for U.S. Senate (KY), 2026.
## Campaign Committee
- MIKE FARIS FOR U.S. SENATE (C00903930)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,36 @@
---
type: Candidate
title: "Mitch Mcconnell"
description: "U.S. Senate candidate, KY (2026)"
office: "U.S. Senate"
state: "KY"
party: "REP"
stance: "incumbent"
election_year: 2026
status: "statutory candidate"
committee:
name: "MCCONNELL SENATE COMMITTEE"
id: "C00193342"
ids:
fec: "S2KY00012"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, senate, ky]
timestamp: "2026-07-03"
---
# Mitch Mcconnell
Republican incumbent for U.S. Senate (KY), 2026.
## Campaign Committee
- MCCONNELL SENATE COMMITTEE (C00193342)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,37 @@
---
type: Candidate
title: "Monica Dean"
description: "U.S. House candidate, KY-04 (2026)"
office: "U.S. House"
state: "KY"
district: "KY-04"
party: "DEM"
stance: "challenger"
election_year: 2026
status: "statutory candidate"
committee:
name: "MONICA DEAN FOR CONGRESS"
id: "C00897520"
ids:
fec: "H6KY04130"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, house, ky]
timestamp: "2026-07-03"
---
# Monica Dean
Democratic challenger for U.S. House (KY-04), 2026.
## Campaign Committee
- MONICA DEAN FOR CONGRESS (C00897520)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,37 @@
---
type: Candidate
title: "Morgan Mcgarvey"
description: "U.S. House candidate, KY-03 (2026)"
office: "U.S. House"
state: "KY"
district: "KY-03"
party: "DEM"
stance: "incumbent"
election_year: 2026
status: "statutory candidate"
committee:
name: "MORGAN MCGARVEY FOR CONGRESS"
id: "C00791392"
ids:
fec: "H2KY03206"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, house, ky]
timestamp: "2026-07-03"
---
# Morgan Mcgarvey
Democratic incumbent for U.S. House (KY-03), 2026.
## Campaign Committee
- MORGAN MCGARVEY FOR CONGRESS (C00791392)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,36 @@
---
type: Candidate
title: "Nate Morris"
description: "U.S. Senate candidate, KY (2026)"
office: "U.S. Senate"
state: "KY"
party: "REP"
stance: "open-seat"
election_year: 2026
status: "statutory candidate"
committee:
name: "MORRIS FOR SENATE"
id: "C00909705"
ids:
fec: "S6KY00302"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, senate, ky]
timestamp: "2026-07-03"
---
# Nate Morris
Republican open-seat for U.S. Senate (KY), 2026.
## Campaign Committee
- MORRIS FOR SENATE (C00909705)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,37 @@
---
type: Candidate
title: "Ned Pillersdorf"
description: "U.S. House candidate, KY-05 (2026)"
office: "U.S. House"
state: "KY"
district: "KY-05"
party: "DEM"
stance: "challenger"
election_year: 2026
status: "statutory candidate"
committee:
name: "NED FOR CONGRESS"
id: "C00907055"
ids:
fec: "H6KY05152"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, house, ky]
timestamp: "2026-07-03"
---
# Ned Pillersdorf
Democratic challenger for U.S. House (KY-05), 2026.
## Campaign Committee
- NED FOR CONGRESS (C00907055)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,36 @@
---
type: Candidate
title: "Pamela Stevenson"
description: "U.S. Senate candidate, KY (2026)"
office: "U.S. Senate"
state: "KY"
party: "DEM"
stance: "open-seat"
election_year: 2026
status: "statutory candidate"
committee:
name: "PAMELA STEVENSON FOR KENTUCKY"
id: "C00897058"
ids:
fec: "S6KY00211"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, senate, ky]
timestamp: "2026-07-03"
---
# Pamela Stevenson
Democratic open-seat for U.S. Senate (KY), 2026.
## Campaign Committee
- PAMELA STEVENSON FOR KENTUCKY (C00897058)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,37 @@
---
type: Candidate
title: "Ralph A Alvarado"
description: "U.S. House candidate, KY-06 (2026)"
office: "U.S. House"
state: "KY"
district: "KY-06"
party: "REP"
stance: "open-seat"
election_year: 2026
status: "statutory candidate"
committee:
name: "ALVARADO FOR KENTUCKY"
id: "C00912303"
ids:
fec: "H6KY06192"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, house, ky]
timestamp: "2026-07-03"
---
# Ralph A Alvarado
Republican open-seat for U.S. House (KY-06), 2026.
## Campaign Committee
- ALVARADO FOR KENTUCKY (C00912303)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,37 @@
---
type: Candidate
title: "Robert Stacy Dr Wells"
description: "U.S. House candidate, KY-04 (2026)"
office: "U.S. House"
state: "KY"
district: "KY-04"
party: "REP"
stance: "challenger"
election_year: 2026
status: "statutory candidate"
committee:
name: "COMMITTEE TO ELECT ROBERT WELLS"
id: "C00920496"
ids:
fec: "H6KY04155"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, house, ky]
timestamp: "2026-07-03"
---
# Robert Stacy Dr Wells
Republican challenger for U.S. House (KY-04), 2026.
## Campaign Committee
- COMMITTEE TO ELECT ROBERT WELLS (C00920496)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,37 @@
---
type: Candidate
title: "Robert Stacy Dr Wells"
description: "U.S. House candidate, KY-04 (2026)"
office: "U.S. House"
state: "KY"
district: "KY-04"
party: "REP"
stance: "challenger"
election_year: 2026
status: "statutory candidate"
committee:
name: "COMMITTEE TO ELECT ROBERT WELLS"
id: "C00920496"
ids:
fec: "H6KY04197"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, house, ky]
timestamp: "2026-07-03"
---
# Robert Stacy Dr Wells
Republican challenger for U.S. House (KY-04), 2026.
## Campaign Committee
- COMMITTEE TO ELECT ROBERT WELLS (C00920496)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,37 @@
---
type: Candidate
title: "Ryan Dotson"
description: "U.S. House candidate, KY-06 (2026)"
office: "U.S. House"
state: "KY"
district: "KY-06"
party: "REP"
stance: "open-seat"
election_year: 2026
status: "statutory candidate"
committee:
name: "RYAN DOTSON FOR US CONGRESS"
id: "C00903211"
ids:
fec: "H6KY06143"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, house, ky]
timestamp: "2026-07-03"
---
# Ryan Dotson
Republican open-seat for U.S. House (KY-06), 2026.
## Campaign Committee
- RYAN DOTSON FOR US CONGRESS (C00903211)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,37 @@
---
type: Candidate
title: "S. Brett Brett Hon. Guthrie"
description: "U.S. House candidate, KY-02 (2026)"
office: "U.S. House"
state: "KY"
district: "KY-02"
party: "REP"
stance: "incumbent"
election_year: 2026
status: "statutory candidate"
committee:
name: "GUTHRIE FOR CONGRESS"
id: "C00445023"
ids:
fec: "H8KY02031"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, house, ky]
timestamp: "2026-07-03"
---
# S. Brett Brett Hon. Guthrie
Republican incumbent for U.S. House (KY-02), 2026.
## Campaign Committee
- GUTHRIE FOR CONGRESS (C00445023)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,37 @@
---
type: Candidate
title: "Shay Perry-Adelmann"
description: "U.S. House candidate, KY-02 (2026)"
office: "U.S. House"
state: "KY"
district: "KY-02"
party: "REP"
stance: "challenger"
election_year: 2026
status: "statutory candidate"
committee:
name: "SHAY FOR US CONGRESS"
id: "C00934455"
ids:
fec: "H6KY02092"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, house, ky]
timestamp: "2026-07-03"
---
# Shay Perry-Adelmann
Republican challenger for U.S. House (KY-02), 2026.
## Campaign Committee
- SHAY FOR US CONGRESS (C00934455)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,37 @@
---
type: Candidate
title: "Thomas H. Massie"
description: "U.S. House candidate, KY-04 (2026)"
office: "U.S. House"
state: "KY"
district: "KY-04"
party: "REP"
stance: "incumbent"
election_year: 2026
status: "statutory candidate"
committee:
name: "THOMAS MASSIE FOR CONGRESS"
id: "C00509729"
ids:
fec: "H2KY04121"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, house, ky]
timestamp: "2026-07-03"
---
# Thomas H. Massie
Republican incumbent for U.S. House (KY-04), 2026.
## Campaign Committee
- THOMAS MASSIE FOR CONGRESS (C00509729)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,37 @@
---
type: Candidate
title: "William Dakota Compton"
description: "U.S. House candidate, KY-02 (2026)"
office: "U.S. House"
state: "KY"
district: "KY-02"
party: "DEM"
stance: "challenger"
election_year: 2026
status: "statutory candidate"
committee:
name: "WILLIAM COMPTON FOR CONGRESS"
id: "C00770057"
ids:
fec: "H2KY02125"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, house, ky]
timestamp: "2026-07-03"
---
# William Dakota Compton
Democratic challenger for U.S. House (KY-02), 2026.
## Campaign Committee
- WILLIAM COMPTON FOR CONGRESS (C00770057)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,37 @@
---
type: Candidate
title: "Zach Dembo"
description: "U.S. House candidate, KY-06 (2026)"
office: "U.S. House"
state: "KY"
district: "KY-06"
party: "DEM"
stance: "open-seat"
election_year: 2026
status: "statutory candidate"
committee:
name: "ZACH DEMBO FOR CONGRESS"
id: "C00912261"
ids:
fec: "H6KY06184"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, house, ky]
timestamp: "2026-07-03"
---
# Zach Dembo
Democratic open-seat for U.S. House (KY-06), 2026.
## Campaign Committee
- ZACH DEMBO FOR CONGRESS (C00912261)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Adair County, KY"
classification: county
fips: "21001"
state: "KY"
demographics:
population: 19089
population_under_18: 3761
population_18_64: 11573
population_65_plus: 3755
median_household_income: 53553
poverty_rate: 18.39
homeownership_rate: 77.21
unemployment_rate: 6.82
median_home_value: 150800
gini_index: 0.4725
vacancy_rate: 17.48
race_white: 17337
race_black: 395
race_asian: 45
race_native: 3
hispanic: 671
bachelors_plus: 4169
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Adair County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 19089 |
| Under 18 | 3761 |
| 1864 | 11573 |
| 65+ | 3755 |
| Median household income | 53553 |
| Poverty rate | 18.39 |
| Homeownership rate | 77.21 |
| Unemployment rate | 6.82 |
| Median home value | 150800 |
| Gini index | 0.4725 |
| Vacancy rate | 17.48 |
| White | 17337 |
| Black | 395 |
| Asian | 45 |
| Native | 3 |
| Hispanic/Latino | 671 |
| Bachelor's or higher | 4169 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Allen County, KY"
classification: county
fips: "21003"
state: "KY"
demographics:
population: 21293
population_under_18: 4914
population_18_64: 12572
population_65_plus: 3807
median_household_income: 61403
poverty_rate: 13.45
homeownership_rate: 74.46
unemployment_rate: 6.87
median_home_value: 192300
gini_index: 0.4349
vacancy_rate: 13.37
race_white: 20030
race_black: 100
race_asian: 3
race_native: 32
hispanic: 620
bachelors_plus: 3755
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Allen County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 21293 |
| Under 18 | 4914 |
| 1864 | 12572 |
| 65+ | 3807 |
| Median household income | 61403 |
| Poverty rate | 13.45 |
| Homeownership rate | 74.46 |
| Unemployment rate | 6.87 |
| Median home value | 192300 |
| Gini index | 0.4349 |
| Vacancy rate | 13.37 |
| White | 20030 |
| Black | 100 |
| Asian | 3 |
| Native | 32 |
| Hispanic/Latino | 620 |
| Bachelor's or higher | 3755 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Anderson County, KY"
classification: county
fips: "21005"
state: "KY"
demographics:
population: 24353
population_under_18: 5634
population_18_64: 14587
population_65_plus: 4132
median_household_income: 74488
poverty_rate: 11.47
homeownership_rate: 77.61
unemployment_rate: 2.23
median_home_value: 225100
gini_index: 0.3973
vacancy_rate: 6.52
race_white: 22529
race_black: 523
race_asian: 82
race_native: 0
hispanic: 639
bachelors_plus: 5942
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Anderson County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 24353 |
| Under 18 | 5634 |
| 1864 | 14587 |
| 65+ | 4132 |
| Median household income | 74488 |
| Poverty rate | 11.47 |
| Homeownership rate | 77.61 |
| Unemployment rate | 2.23 |
| Median home value | 225100 |
| Gini index | 0.3973 |
| Vacancy rate | 6.52 |
| White | 22529 |
| Black | 523 |
| Asian | 82 |
| Native | 0 |
| Hispanic/Latino | 639 |
| Bachelor's or higher | 5942 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Ballard County, KY"
classification: county
fips: "21007"
state: "KY"
demographics:
population: 7654
population_under_18: 1520
population_18_64: 4469
population_65_plus: 1665
median_household_income: 66164
poverty_rate: 15.01
homeownership_rate: 75.97
unemployment_rate: 1.62
median_home_value: 145800
gini_index: 0.4354
vacancy_rate: 13.32
race_white: 7023
race_black: 275
race_asian: 22
race_native: 12
hispanic: 119
bachelors_plus: 1356
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Ballard County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 7654 |
| Under 18 | 1520 |
| 1864 | 4469 |
| 65+ | 1665 |
| Median household income | 66164 |
| Poverty rate | 15.01 |
| Homeownership rate | 75.97 |
| Unemployment rate | 1.62 |
| Median home value | 145800 |
| Gini index | 0.4354 |
| Vacancy rate | 13.32 |
| White | 7023 |
| Black | 275 |
| Asian | 22 |
| Native | 12 |
| Hispanic/Latino | 119 |
| Bachelor's or higher | 1356 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Barren County, KY"
classification: county
fips: "21009"
state: "KY"
demographics:
population: 44938
population_under_18: 10730
population_18_64: 26056
population_65_plus: 8152
median_household_income: 50628
poverty_rate: 19.39
homeownership_rate: 65.18
unemployment_rate: 4.15
median_home_value: 178000
gini_index: 0.4791
vacancy_rate: 11.17
race_white: 39527
race_black: 1713
race_asian: 416
race_native: 158
hispanic: 1991
bachelors_plus: 7748
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Barren County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 44938 |
| Under 18 | 10730 |
| 1864 | 26056 |
| 65+ | 8152 |
| Median household income | 50628 |
| Poverty rate | 19.39 |
| Homeownership rate | 65.18 |
| Unemployment rate | 4.15 |
| Median home value | 178000 |
| Gini index | 0.4791 |
| Vacancy rate | 11.17 |
| White | 39527 |
| Black | 1713 |
| Asian | 416 |
| Native | 158 |
| Hispanic/Latino | 1991 |
| Bachelor's or higher | 7748 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Bath County, KY"
classification: county
fips: "21011"
state: "KY"
demographics:
population: 12851
population_under_18: 3271
population_18_64: 7359
population_65_plus: 2221
median_household_income: 56541
poverty_rate: 25.31
homeownership_rate: 74.71
unemployment_rate: 2.55
median_home_value: 129800
gini_index: 0.5405
vacancy_rate: 14.57
race_white: 12231
race_black: 90
race_asian: 5
race_native: 5
hispanic: 235
bachelors_plus: 1502
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Bath County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 12851 |
| Under 18 | 3271 |
| 1864 | 7359 |
| 65+ | 2221 |
| Median household income | 56541 |
| Poverty rate | 25.31 |
| Homeownership rate | 74.71 |
| Unemployment rate | 2.55 |
| Median home value | 129800 |
| Gini index | 0.5405 |
| Vacancy rate | 14.57 |
| White | 12231 |
| Black | 90 |
| Asian | 5 |
| Native | 5 |
| Hispanic/Latino | 235 |
| Bachelor's or higher | 1502 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Bell County, KY"
classification: county
fips: "21013"
state: "KY"
demographics:
population: 23509
population_under_18: 5138
population_18_64: 13918
population_65_plus: 4453
median_household_income: 31354
poverty_rate: 28.82
homeownership_rate: 58.83
unemployment_rate: 10.11
median_home_value: 89000
gini_index: 0.5103
vacancy_rate: 14.55
race_white: 21769
race_black: 705
race_asian: 61
race_native: 27
hispanic: 114
bachelors_plus: 3652
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Bell County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 23509 |
| Under 18 | 5138 |
| 1864 | 13918 |
| 65+ | 4453 |
| Median household income | 31354 |
| Poverty rate | 28.82 |
| Homeownership rate | 58.83 |
| Unemployment rate | 10.11 |
| Median home value | 89000 |
| Gini index | 0.5103 |
| Vacancy rate | 14.55 |
| White | 21769 |
| Black | 705 |
| Asian | 61 |
| Native | 27 |
| Hispanic/Latino | 114 |
| Bachelor's or higher | 3652 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Boone County, KY"
classification: county
fips: "21015"
state: "KY"
demographics:
population: 139841
population_under_18: 35763
population_18_64: 83290
population_65_plus: 20788
median_household_income: 99414
poverty_rate: 6.3
homeownership_rate: 76.27
unemployment_rate: 3.14
median_home_value: 277300
gini_index: 0.419
vacancy_rate: 4.2
race_white: 116684
race_black: 6112
race_asian: 3371
race_native: 566
hispanic: 8264
bachelors_plus: 45272
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Boone County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 139841 |
| Under 18 | 35763 |
| 1864 | 83290 |
| 65+ | 20788 |
| Median household income | 99414 |
| Poverty rate | 6.3 |
| Homeownership rate | 76.27 |
| Unemployment rate | 3.14 |
| Median home value | 277300 |
| Gini index | 0.419 |
| Vacancy rate | 4.2 |
| White | 116684 |
| Black | 6112 |
| Asian | 3371 |
| Native | 566 |
| Hispanic/Latino | 8264 |
| Bachelor's or higher | 45272 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Bourbon County, KY"
classification: county
fips: "21017"
state: "KY"
demographics:
population: 20240
population_under_18: 4622
population_18_64: 11667
population_65_plus: 3951
median_household_income: 61354
poverty_rate: 14.24
homeownership_rate: 63.7
unemployment_rate: 4.18
median_home_value: 229300
gini_index: 0.4636
vacancy_rate: 11.4
race_white: 17230
race_black: 1001
race_asian: 26
race_native: 39
hispanic: 1569
bachelors_plus: 5308
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Bourbon County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 20240 |
| Under 18 | 4622 |
| 1864 | 11667 |
| 65+ | 3951 |
| Median household income | 61354 |
| Poverty rate | 14.24 |
| Homeownership rate | 63.7 |
| Unemployment rate | 4.18 |
| Median home value | 229300 |
| Gini index | 0.4636 |
| Vacancy rate | 11.4 |
| White | 17230 |
| Black | 1001 |
| Asian | 26 |
| Native | 39 |
| Hispanic/Latino | 1569 |
| Bachelor's or higher | 5308 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Boyd County, KY"
classification: county
fips: "21019"
state: "KY"
demographics:
population: 47911
population_under_18: 10159
population_18_64: 27927
population_65_plus: 9825
median_household_income: 61118
poverty_rate: 16.95
homeownership_rate: 70.17
unemployment_rate: 6.4
median_home_value: 130700
gini_index: 0.4582
vacancy_rate: 11.19
race_white: 44517
race_black: 1124
race_asian: 172
race_native: 47
hispanic: 873
bachelors_plus: 9948
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Boyd County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 47911 |
| Under 18 | 10159 |
| 1864 | 27927 |
| 65+ | 9825 |
| Median household income | 61118 |
| Poverty rate | 16.95 |
| Homeownership rate | 70.17 |
| Unemployment rate | 6.4 |
| Median home value | 130700 |
| Gini index | 0.4582 |
| Vacancy rate | 11.19 |
| White | 44517 |
| Black | 1124 |
| Asian | 172 |
| Native | 47 |
| Hispanic/Latino | 873 |
| Bachelor's or higher | 9948 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Boyle County, KY"
classification: county
fips: "21021"
state: "KY"
demographics:
population: 30941
population_under_18: 6467
population_18_64: 18701
population_65_plus: 5773
median_household_income: 61159
poverty_rate: 15.64
homeownership_rate: 67.95
unemployment_rate: 5.8
median_home_value: 209900
gini_index: 0.4572
vacancy_rate: 7.42
race_white: 26082
race_black: 2222
race_asian: 282
race_native: 0
hispanic: 1457
bachelors_plus: 7900
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Boyle County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 30941 |
| Under 18 | 6467 |
| 1864 | 18701 |
| 65+ | 5773 |
| Median household income | 61159 |
| Poverty rate | 15.64 |
| Homeownership rate | 67.95 |
| Unemployment rate | 5.8 |
| Median home value | 209900 |
| Gini index | 0.4572 |
| Vacancy rate | 7.42 |
| White | 26082 |
| Black | 2222 |
| Asian | 282 |
| Native | 0 |
| Hispanic/Latino | 1457 |
| Bachelor's or higher | 7900 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Bracken County, KY"
classification: county
fips: "21023"
state: "KY"
demographics:
population: 8444
population_under_18: 1950
population_18_64: 4961
population_65_plus: 1533
median_household_income: 66319
poverty_rate: 19.52
homeownership_rate: 78.54
unemployment_rate: 4.76
median_home_value: 125000
gini_index: 0.4421
vacancy_rate: 12.85
race_white: 8080
race_black: 54
race_asian: 7
race_native: 84
hispanic: 125
bachelors_plus: 1588
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Bracken County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 8444 |
| Under 18 | 1950 |
| 1864 | 4961 |
| 65+ | 1533 |
| Median household income | 66319 |
| Poverty rate | 19.52 |
| Homeownership rate | 78.54 |
| Unemployment rate | 4.76 |
| Median home value | 125000 |
| Gini index | 0.4421 |
| Vacancy rate | 12.85 |
| White | 8080 |
| Black | 54 |
| Asian | 7 |
| Native | 84 |
| Hispanic/Latino | 125 |
| Bachelor's or higher | 1588 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Breathitt County, KY"
classification: county
fips: "21025"
state: "KY"
demographics:
population: 13276
population_under_18: 2812
population_18_64: 7983
population_65_plus: 2481
median_household_income: 34808
poverty_rate: 33.13
homeownership_rate: 76.59
unemployment_rate: 9.32
median_home_value: 70300
gini_index: 0.4906
vacancy_rate: 16.9
race_white: 12769
race_black: 77
race_asian: 40
race_native: 23
hispanic: 149
bachelors_plus: 2193
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Breathitt County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 13276 |
| Under 18 | 2812 |
| 1864 | 7983 |
| 65+ | 2481 |
| Median household income | 34808 |
| Poverty rate | 33.13 |
| Homeownership rate | 76.59 |
| Unemployment rate | 9.32 |
| Median home value | 70300 |
| Gini index | 0.4906 |
| Vacancy rate | 16.9 |
| White | 12769 |
| Black | 77 |
| Asian | 40 |
| Native | 23 |
| Hispanic/Latino | 149 |
| Bachelor's or higher | 2193 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Breckinridge County, KY"
classification: county
fips: "21027"
state: "KY"
demographics:
population: 20881
population_under_18: 4768
population_18_64: 11853
population_65_plus: 4260
median_household_income: 55843
poverty_rate: 21.36
homeownership_rate: 81.41
unemployment_rate: 4.5
median_home_value: 156700
gini_index: 0.4707
vacancy_rate: 25.28
race_white: 19588
race_black: 395
race_asian: 0
race_native: 0
hispanic: 350
bachelors_plus: 2722
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Breckinridge County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 20881 |
| Under 18 | 4768 |
| 1864 | 11853 |
| 65+ | 4260 |
| Median household income | 55843 |
| Poverty rate | 21.36 |
| Homeownership rate | 81.41 |
| Unemployment rate | 4.5 |
| Median home value | 156700 |
| Gini index | 0.4707 |
| Vacancy rate | 25.28 |
| White | 19588 |
| Black | 395 |
| Asian | 0 |
| Native | 0 |
| Hispanic/Latino | 350 |
| Bachelor's or higher | 2722 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Bullitt County, KY"
classification: county
fips: "21029"
state: "KY"
demographics:
population: 84027
population_under_18: 17795
population_18_64: 51647
population_65_plus: 14585
median_household_income: 80558
poverty_rate: 9.69
homeownership_rate: 84.93
unemployment_rate: 4.26
median_home_value: 247200
gini_index: 0.4031
vacancy_rate: 5.54
race_white: 76760
race_black: 1092
race_asian: 604
race_native: 17
hispanic: 2769
bachelors_plus: 15991
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Bullitt County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 84027 |
| Under 18 | 17795 |
| 1864 | 51647 |
| 65+ | 14585 |
| Median household income | 80558 |
| Poverty rate | 9.69 |
| Homeownership rate | 84.93 |
| Unemployment rate | 4.26 |
| Median home value | 247200 |
| Gini index | 0.4031 |
| Vacancy rate | 5.54 |
| White | 76760 |
| Black | 1092 |
| Asian | 604 |
| Native | 17 |
| Hispanic/Latino | 2769 |
| Bachelor's or higher | 15991 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Butler County, KY"
classification: county
fips: "21031"
state: "KY"
demographics:
population: 12393
population_under_18: 2867
population_18_64: 7120
population_65_plus: 2406
median_household_income: 56092
poverty_rate: 20.52
homeownership_rate: 73.72
unemployment_rate: 4.36
median_home_value: 111100
gini_index: 0.4207
vacancy_rate: 16.28
race_white: 11481
race_black: 2
race_asian: 31
race_native: 0
hispanic: 656
bachelors_plus: 1258
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Butler County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 12393 |
| Under 18 | 2867 |
| 1864 | 7120 |
| 65+ | 2406 |
| Median household income | 56092 |
| Poverty rate | 20.52 |
| Homeownership rate | 73.72 |
| Unemployment rate | 4.36 |
| Median home value | 111100 |
| Gini index | 0.4207 |
| Vacancy rate | 16.28 |
| White | 11481 |
| Black | 2 |
| Asian | 31 |
| Native | 0 |
| Hispanic/Latino | 656 |
| Bachelor's or higher | 1258 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Caldwell County, KY"
classification: county
fips: "21033"
state: "KY"
demographics:
population: 12618
population_under_18: 2895
population_18_64: 7019
population_65_plus: 2704
median_household_income: 59583
poverty_rate: 15.15
homeownership_rate: 70.21
unemployment_rate: 4.38
median_home_value: 118500
gini_index: 0.4279
vacancy_rate: 17.13
race_white: 11326
race_black: 755
race_asian: 0
race_native: 0
hispanic: 186
bachelors_plus: 2123
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Caldwell County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 12618 |
| Under 18 | 2895 |
| 1864 | 7019 |
| 65+ | 2704 |
| Median household income | 59583 |
| Poverty rate | 15.15 |
| Homeownership rate | 70.21 |
| Unemployment rate | 4.38 |
| Median home value | 118500 |
| Gini index | 0.4279 |
| Vacancy rate | 17.13 |
| White | 11326 |
| Black | 755 |
| Asian | 0 |
| Native | 0 |
| Hispanic/Latino | 186 |
| Bachelor's or higher | 2123 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Calloway County, KY"
classification: county
fips: "21035"
state: "KY"
demographics:
population: 38224
population_under_18: 6972
population_18_64: 24775
population_65_plus: 6477
median_household_income: 52706
poverty_rate: 17.2
homeownership_rate: 63.9
unemployment_rate: 4.45
median_home_value: 183200
gini_index: 0.468
vacancy_rate: 15.83
race_white: 33751
race_black: 1559
race_asian: 705
race_native: 72
hispanic: 1406
bachelors_plus: 10568
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Calloway County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 38224 |
| Under 18 | 6972 |
| 1864 | 24775 |
| 65+ | 6477 |
| Median household income | 52706 |
| Poverty rate | 17.2 |
| Homeownership rate | 63.9 |
| Unemployment rate | 4.45 |
| Median home value | 183200 |
| Gini index | 0.468 |
| Vacancy rate | 15.83 |
| White | 33751 |
| Black | 1559 |
| Asian | 705 |
| Native | 72 |
| Hispanic/Latino | 1406 |
| Bachelor's or higher | 10568 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Campbell County, KY"
classification: county
fips: "21037"
state: "KY"
demographics:
population: 93426
population_under_18: 19222
population_18_64: 57827
population_65_plus: 16377
median_household_income: 77567
poverty_rate: 11.1
homeownership_rate: 71.08
unemployment_rate: 3.98
median_home_value: 252000
gini_index: 0.4765
vacancy_rate: 6.73
race_white: 84891
race_black: 2631
race_asian: 891
race_native: 47
hispanic: 2449
bachelors_plus: 36416
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Campbell County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 93426 |
| Under 18 | 19222 |
| 1864 | 57827 |
| 65+ | 16377 |
| Median household income | 77567 |
| Poverty rate | 11.1 |
| Homeownership rate | 71.08 |
| Unemployment rate | 3.98 |
| Median home value | 252000 |
| Gini index | 0.4765 |
| Vacancy rate | 6.73 |
| White | 84891 |
| Black | 2631 |
| Asian | 891 |
| Native | 47 |
| Hispanic/Latino | 2449 |
| Bachelor's or higher | 36416 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Carlisle County, KY"
classification: county
fips: "21039"
state: "KY"
demographics:
population: 4762
population_under_18: 1117
population_18_64: 2687
population_65_plus: 958
median_household_income: 62439
poverty_rate: 15.08
homeownership_rate: 80.38
unemployment_rate: 3.7
median_home_value: 120400
gini_index: 0.45
vacancy_rate: 19.16
race_white: 4332
race_black: 71
race_asian: 13
race_native: 6
hispanic: 153
bachelors_plus: 700
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Carlisle County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 4762 |
| Under 18 | 1117 |
| 1864 | 2687 |
| 65+ | 958 |
| Median household income | 62439 |
| Poverty rate | 15.08 |
| Homeownership rate | 80.38 |
| Unemployment rate | 3.7 |
| Median home value | 120400 |
| Gini index | 0.45 |
| Vacancy rate | 19.16 |
| White | 4332 |
| Black | 71 |
| Asian | 13 |
| Native | 6 |
| Hispanic/Latino | 153 |
| Bachelor's or higher | 700 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Carroll County, KY"
classification: county
fips: "21041"
state: "KY"
demographics:
population: 10954
population_under_18: 2918
population_18_64: 6233
population_65_plus: 1803
median_household_income: 56466
poverty_rate: 23.13
homeownership_rate: 65.75
unemployment_rate: 6.07
median_home_value: 140900
gini_index: 0.4604
vacancy_rate: 10.97
race_white: 9487
race_black: 242
race_asian: 0
race_native: 0
hispanic: 826
bachelors_plus: 1115
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Carroll County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 10954 |
| Under 18 | 2918 |
| 1864 | 6233 |
| 65+ | 1803 |
| Median household income | 56466 |
| Poverty rate | 23.13 |
| Homeownership rate | 65.75 |
| Unemployment rate | 6.07 |
| Median home value | 140900 |
| Gini index | 0.4604 |
| Vacancy rate | 10.97 |
| White | 9487 |
| Black | 242 |
| Asian | 0 |
| Native | 0 |
| Hispanic/Latino | 826 |
| Bachelor's or higher | 1115 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Carter County, KY"
classification: county
fips: "21043"
state: "KY"
demographics:
population: 26341
population_under_18: 5941
population_18_64: 15150
population_65_plus: 5250
median_household_income: 51235
poverty_rate: 19.18
homeownership_rate: 80.04
unemployment_rate: 5.31
median_home_value: 132800
gini_index: 0.4563
vacancy_rate: 12.36
race_white: 25142
race_black: 104
race_asian: 70
race_native: 6
hispanic: 227
bachelors_plus: 4282
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Carter County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 26341 |
| Under 18 | 5941 |
| 1864 | 15150 |
| 65+ | 5250 |
| Median household income | 51235 |
| Poverty rate | 19.18 |
| Homeownership rate | 80.04 |
| Unemployment rate | 5.31 |
| Median home value | 132800 |
| Gini index | 0.4563 |
| Vacancy rate | 12.36 |
| White | 25142 |
| Black | 104 |
| Asian | 70 |
| Native | 6 |
| Hispanic/Latino | 227 |
| Bachelor's or higher | 4282 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Casey County, KY"
classification: county
fips: "21045"
state: "KY"
demographics:
population: 15914
population_under_18: 3665
population_18_64: 8935
population_65_plus: 3314
median_household_income: 45510
poverty_rate: 21.73
homeownership_rate: 79.71
unemployment_rate: 8.89
median_home_value: 136300
gini_index: 0.4867
vacancy_rate: 12.64
race_white: 15040
race_black: 60
race_asian: 11
race_native: 5
hispanic: 546
bachelors_plus: 2058
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Casey County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 15914 |
| Under 18 | 3665 |
| 1864 | 8935 |
| 65+ | 3314 |
| Median household income | 45510 |
| Poverty rate | 21.73 |
| Homeownership rate | 79.71 |
| Unemployment rate | 8.89 |
| Median home value | 136300 |
| Gini index | 0.4867 |
| Vacancy rate | 12.64 |
| White | 15040 |
| Black | 60 |
| Asian | 11 |
| Native | 5 |
| Hispanic/Latino | 546 |
| Bachelor's or higher | 2058 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Christian County, KY"
classification: county
fips: "21047"
state: "KY"
demographics:
population: 72069
population_under_18: 20421
population_18_64: 42480
population_65_plus: 9168
median_household_income: 55494
poverty_rate: 17.12
homeownership_rate: 50.04
unemployment_rate: 6.32
median_home_value: 173600
gini_index: 0.4365
vacancy_rate: 12.39
race_white: 48400
race_black: 13549
race_asian: 896
race_native: 146
hispanic: 6267
bachelors_plus: 10882
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Christian County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 72069 |
| Under 18 | 20421 |
| 1864 | 42480 |
| 65+ | 9168 |
| Median household income | 55494 |
| Poverty rate | 17.12 |
| Homeownership rate | 50.04 |
| Unemployment rate | 6.32 |
| Median home value | 173600 |
| Gini index | 0.4365 |
| Vacancy rate | 12.39 |
| White | 48400 |
| Black | 13549 |
| Asian | 896 |
| Native | 146 |
| Hispanic/Latino | 6267 |
| Bachelor's or higher | 10882 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Clark County, KY"
classification: county
fips: "21049"
state: "KY"
demographics:
population: 37192
population_under_18: 8358
population_18_64: 22057
population_65_plus: 6777
median_household_income: 64348
poverty_rate: 14.58
homeownership_rate: 70.67
unemployment_rate: 4.41
median_home_value: 205800
gini_index: 0.4844
vacancy_rate: 8.3
race_white: 32968
race_black: 1064
race_asian: 367
race_native: 265
hispanic: 1534
bachelors_plus: 8299
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Clark County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 37192 |
| Under 18 | 8358 |
| 1864 | 22057 |
| 65+ | 6777 |
| Median household income | 64348 |
| Poverty rate | 14.58 |
| Homeownership rate | 70.67 |
| Unemployment rate | 4.41 |
| Median home value | 205800 |
| Gini index | 0.4844 |
| Vacancy rate | 8.3 |
| White | 32968 |
| Black | 1064 |
| Asian | 367 |
| Native | 265 |
| Hispanic/Latino | 1534 |
| Bachelor's or higher | 8299 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Clay County, KY"
classification: county
fips: "21051"
state: "KY"
demographics:
population: 19921
population_under_18: 4096
population_18_64: 12645
population_65_plus: 3180
median_household_income: 40900
poverty_rate: 32.35
homeownership_rate: 76.36
unemployment_rate: 9.3
median_home_value: 90700
gini_index: 0.4715
vacancy_rate: 15.88
race_white: 18364
race_black: 790
race_asian: 38
race_native: 14
hispanic: 421
bachelors_plus: 3484
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Clay County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 19921 |
| Under 18 | 4096 |
| 1864 | 12645 |
| 65+ | 3180 |
| Median household income | 40900 |
| Poverty rate | 32.35 |
| Homeownership rate | 76.36 |
| Unemployment rate | 9.3 |
| Median home value | 90700 |
| Gini index | 0.4715 |
| Vacancy rate | 15.88 |
| White | 18364 |
| Black | 790 |
| Asian | 38 |
| Native | 14 |
| Hispanic/Latino | 421 |
| Bachelor's or higher | 3484 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Clinton County, KY"
classification: county
fips: "21053"
state: "KY"
demographics:
population: 9202
population_under_18: 1974
population_18_64: 5334
population_65_plus: 1894
median_household_income: 44844
poverty_rate: 17.47
homeownership_rate: 71.15
unemployment_rate: 4.99
median_home_value: 122200
gini_index: 0.4277
vacancy_rate: 20.54
race_white: 8666
race_black: 15
race_asian: 173
race_native: 50
hispanic: 315
bachelors_plus: 1612
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Clinton County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 9202 |
| Under 18 | 1974 |
| 1864 | 5334 |
| 65+ | 1894 |
| Median household income | 44844 |
| Poverty rate | 17.47 |
| Homeownership rate | 71.15 |
| Unemployment rate | 4.99 |
| Median home value | 122200 |
| Gini index | 0.4277 |
| Vacancy rate | 20.54 |
| White | 8666 |
| Black | 15 |
| Asian | 173 |
| Native | 50 |
| Hispanic/Latino | 315 |
| Bachelor's or higher | 1612 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Crittenden County, KY"
classification: county
fips: "21055"
state: "KY"
demographics:
population: 8979
population_under_18: 2080
population_18_64: 5008
population_65_plus: 1891
median_household_income: 46656
poverty_rate: 17.72
homeownership_rate: 78.21
unemployment_rate: 3.4
median_home_value: 127300
gini_index: 0.4558
vacancy_rate: 18.48
race_white: 8533
race_black: 33
race_asian: 27
race_native: 14
hispanic: 158
bachelors_plus: 1358
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Crittenden County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 8979 |
| Under 18 | 2080 |
| 1864 | 5008 |
| 65+ | 1891 |
| Median household income | 46656 |
| Poverty rate | 17.72 |
| Homeownership rate | 78.21 |
| Unemployment rate | 3.4 |
| Median home value | 127300 |
| Gini index | 0.4558 |
| Vacancy rate | 18.48 |
| White | 8533 |
| Black | 33 |
| Asian | 27 |
| Native | 14 |
| Hispanic/Latino | 158 |
| Bachelor's or higher | 1358 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Cumberland County, KY"
classification: county
fips: "21057"
state: "KY"
demographics:
population: 5948
population_under_18: 1312
population_18_64: 3285
population_65_plus: 1351
median_household_income: 40000
poverty_rate: 24.8
homeownership_rate: 75.51
unemployment_rate: 4.01
median_home_value: 141100
gini_index: 0.4527
vacancy_rate: 22.74
race_white: 5536
race_black: 90
race_asian: 16
race_native: 39
hispanic: 120
bachelors_plus: 1152
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Cumberland County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 5948 |
| Under 18 | 1312 |
| 1864 | 3285 |
| 65+ | 1351 |
| Median household income | 40000 |
| Poverty rate | 24.8 |
| Homeownership rate | 75.51 |
| Unemployment rate | 4.01 |
| Median home value | 141100 |
| Gini index | 0.4527 |
| Vacancy rate | 22.74 |
| White | 5536 |
| Black | 90 |
| Asian | 16 |
| Native | 39 |
| Hispanic/Latino | 120 |
| Bachelor's or higher | 1152 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Daviess County, KY"
classification: county
fips: "21059"
state: "KY"
demographics:
population: 103648
population_under_18: 25381
population_18_64: 59947
population_65_plus: 18320
median_household_income: 68214
poverty_rate: 14.72
homeownership_rate: 68.06
unemployment_rate: 4.45
median_home_value: 199900
gini_index: 0.467
vacancy_rate: 6.28
race_white: 88857
race_black: 4285
race_asian: 2173
race_native: 505
hispanic: 4412
bachelors_plus: 25775
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Daviess County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 103648 |
| Under 18 | 25381 |
| 1864 | 59947 |
| 65+ | 18320 |
| Median household income | 68214 |
| Poverty rate | 14.72 |
| Homeownership rate | 68.06 |
| Unemployment rate | 4.45 |
| Median home value | 199900 |
| Gini index | 0.467 |
| Vacancy rate | 6.28 |
| White | 88857 |
| Black | 4285 |
| Asian | 2173 |
| Native | 505 |
| Hispanic/Latino | 4412 |
| Bachelor's or higher | 25775 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Edmonson County, KY"
classification: county
fips: "21061"
state: "KY"
demographics:
population: 12355
population_under_18: 2225
population_18_64: 7440
population_65_plus: 2690
median_household_income: 54937
poverty_rate: 15.32
homeownership_rate: 80.13
unemployment_rate: 7.66
median_home_value: 160300
gini_index: 0.4485
vacancy_rate: 20.93
race_white: 11383
race_black: 82
race_asian: 77
race_native: 10
hispanic: 211
bachelors_plus: 1483
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Edmonson County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 12355 |
| Under 18 | 2225 |
| 1864 | 7440 |
| 65+ | 2690 |
| Median household income | 54937 |
| Poverty rate | 15.32 |
| Homeownership rate | 80.13 |
| Unemployment rate | 7.66 |
| Median home value | 160300 |
| Gini index | 0.4485 |
| Vacancy rate | 20.93 |
| White | 11383 |
| Black | 82 |
| Asian | 77 |
| Native | 10 |
| Hispanic/Latino | 211 |
| Bachelor's or higher | 1483 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Elliott County, KY"
classification: county
fips: "21063"
state: "KY"
demographics:
population: 7307
population_under_18: 1245
population_18_64: 4489
population_65_plus: 1573
median_household_income: 45776
poverty_rate: 25.12
homeownership_rate: 81.68
unemployment_rate: 6.53
median_home_value: 123500
gini_index: 0.4478
vacancy_rate: 20.05
race_white: 6761
race_black: 321
race_asian: 0
race_native: 15
hispanic: 124
bachelors_plus: 686
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Elliott County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 7307 |
| Under 18 | 1245 |
| 1864 | 4489 |
| 65+ | 1573 |
| Median household income | 45776 |
| Poverty rate | 25.12 |
| Homeownership rate | 81.68 |
| Unemployment rate | 6.53 |
| Median home value | 123500 |
| Gini index | 0.4478 |
| Vacancy rate | 20.05 |
| White | 6761 |
| Black | 321 |
| Asian | 0 |
| Native | 15 |
| Hispanic/Latino | 124 |
| Bachelor's or higher | 686 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Estill County, KY"
classification: county
fips: "21065"
state: "KY"
demographics:
population: 14035
population_under_18: 2984
population_18_64: 8302
population_65_plus: 2749
median_household_income: 46051
poverty_rate: 20.74
homeownership_rate: 70.41
unemployment_rate: 7.02
median_home_value: 119500
gini_index: 0.4457
vacancy_rate: 12.95
race_white: 13488
race_black: 10
race_asian: 140
race_native: 5
hispanic: 132
bachelors_plus: 1677
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Estill County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 14035 |
| Under 18 | 2984 |
| 1864 | 8302 |
| 65+ | 2749 |
| Median household income | 46051 |
| Poverty rate | 20.74 |
| Homeownership rate | 70.41 |
| Unemployment rate | 7.02 |
| Median home value | 119500 |
| Gini index | 0.4457 |
| Vacancy rate | 12.95 |
| White | 13488 |
| Black | 10 |
| Asian | 140 |
| Native | 5 |
| Hispanic/Latino | 132 |
| Bachelor's or higher | 1677 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Fayette County, KY"
classification: county
fips: "21067"
state: "KY"
demographics:
population: 323725
population_under_18: 67924
population_18_64: 208175
population_65_plus: 47626
median_household_income: 69479
poverty_rate: 14.93
homeownership_rate: 53.77
unemployment_rate: 4.85
median_home_value: 293500
gini_index: 0.4921
vacancy_rate: 6.21
race_white: 221483
race_black: 46839
race_asian: 14103
race_native: 714
hispanic: 30824
bachelors_plus: 146521
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Fayette County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 323725 |
| Under 18 | 67924 |
| 1864 | 208175 |
| 65+ | 47626 |
| Median household income | 69479 |
| Poverty rate | 14.93 |
| Homeownership rate | 53.77 |
| Unemployment rate | 4.85 |
| Median home value | 293500 |
| Gini index | 0.4921 |
| Vacancy rate | 6.21 |
| White | 221483 |
| Black | 46839 |
| Asian | 14103 |
| Native | 714 |
| Hispanic/Latino | 30824 |
| Bachelor's or higher | 146521 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Fleming County, KY"
classification: county
fips: "21069"
state: "KY"
demographics:
population: 15323
population_under_18: 3656
population_18_64: 8816
population_65_plus: 2851
median_household_income: 49307
poverty_rate: 21.18
homeownership_rate: 74.83
unemployment_rate: 7.48
median_home_value: 134700
gini_index: 0.4422
vacancy_rate: 13.75
race_white: 14554
race_black: 143
race_asian: 120
race_native: 0
hispanic: 259
bachelors_plus: 2772
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Fleming County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 15323 |
| Under 18 | 3656 |
| 1864 | 8816 |
| 65+ | 2851 |
| Median household income | 49307 |
| Poverty rate | 21.18 |
| Homeownership rate | 74.83 |
| Unemployment rate | 7.48 |
| Median home value | 134700 |
| Gini index | 0.4422 |
| Vacancy rate | 13.75 |
| White | 14554 |
| Black | 143 |
| Asian | 120 |
| Native | 0 |
| Hispanic/Latino | 259 |
| Bachelor's or higher | 2772 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Floyd County, KY"
classification: county
fips: "21071"
state: "KY"
demographics:
population: 35224
population_under_18: 7729
population_18_64: 20588
population_65_plus: 6907
median_household_income: 41279
poverty_rate: 28.05
homeownership_rate: 72.18
unemployment_rate: 7.67
median_home_value: 98700
gini_index: 0.4892
vacancy_rate: 16.02
race_white: 33726
race_black: 195
race_asian: 134
race_native: 17
hispanic: 329
bachelors_plus: 5537
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Floyd County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 35224 |
| Under 18 | 7729 |
| 1864 | 20588 |
| 65+ | 6907 |
| Median household income | 41279 |
| Poverty rate | 28.05 |
| Homeownership rate | 72.18 |
| Unemployment rate | 7.67 |
| Median home value | 98700 |
| Gini index | 0.4892 |
| Vacancy rate | 16.02 |
| White | 33726 |
| Black | 195 |
| Asian | 134 |
| Native | 17 |
| Hispanic/Latino | 329 |
| Bachelor's or higher | 5537 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Franklin County, KY"
classification: county
fips: "21073"
state: "KY"
demographics:
population: 51842
population_under_18: 10864
population_18_64: 31282
population_65_plus: 9696
median_household_income: 65298
poverty_rate: 13.63
homeownership_rate: 64.47
unemployment_rate: 5.91
median_home_value: 216600
gini_index: 0.452
vacancy_rate: 5.98
race_white: 42112
race_black: 4782
race_asian: 922
race_native: 60
hispanic: 2281
bachelors_plus: 16374
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Franklin County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 51842 |
| Under 18 | 10864 |
| 1864 | 31282 |
| 65+ | 9696 |
| Median household income | 65298 |
| Poverty rate | 13.63 |
| Homeownership rate | 64.47 |
| Unemployment rate | 5.91 |
| Median home value | 216600 |
| Gini index | 0.452 |
| Vacancy rate | 5.98 |
| White | 42112 |
| Black | 4782 |
| Asian | 922 |
| Native | 60 |
| Hispanic/Latino | 2281 |
| Bachelor's or higher | 16374 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Fulton County, KY"
classification: county
fips: "21075"
state: "KY"
demographics:
population: 6409
population_under_18: 1400
population_18_64: 3691
population_65_plus: 1318
median_household_income: 38217
poverty_rate: 22.59
homeownership_rate: 61.8
unemployment_rate: 3.34
median_home_value: 79100
gini_index: 0.4437
vacancy_rate: 19.25
race_white: 4417
race_black: 1528
race_asian: 0
race_native: 22
hispanic: 213
bachelors_plus: 869
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Fulton County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 6409 |
| Under 18 | 1400 |
| 1864 | 3691 |
| 65+ | 1318 |
| Median household income | 38217 |
| Poverty rate | 22.59 |
| Homeownership rate | 61.8 |
| Unemployment rate | 3.34 |
| Median home value | 79100 |
| Gini index | 0.4437 |
| Vacancy rate | 19.25 |
| White | 4417 |
| Black | 1528 |
| Asian | 0 |
| Native | 22 |
| Hispanic/Latino | 213 |
| Bachelor's or higher | 869 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Gallatin County, KY"
classification: county
fips: "21077"
state: "KY"
demographics:
population: 8769
population_under_18: 2013
population_18_64: 5366
population_65_plus: 1390
median_household_income: 63346
poverty_rate: 13.81
homeownership_rate: 75.07
unemployment_rate: 4.61
median_home_value: 178200
gini_index: 0.4397
vacancy_rate: 14.44
race_white: 7880
race_black: 237
race_asian: 41
race_native: 1
hispanic: 478
bachelors_plus: 1220
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Gallatin County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 8769 |
| Under 18 | 2013 |
| 1864 | 5366 |
| 65+ | 1390 |
| Median household income | 63346 |
| Poverty rate | 13.81 |
| Homeownership rate | 75.07 |
| Unemployment rate | 4.61 |
| Median home value | 178200 |
| Gini index | 0.4397 |
| Vacancy rate | 14.44 |
| White | 7880 |
| Black | 237 |
| Asian | 41 |
| Native | 1 |
| Hispanic/Latino | 478 |
| Bachelor's or higher | 1220 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Garrard County, KY"
classification: county
fips: "21079"
state: "KY"
demographics:
population: 17568
population_under_18: 3791
population_18_64: 10488
population_65_plus: 3289
median_household_income: 63087
poverty_rate: 15.93
homeownership_rate: 79.9
unemployment_rate: 5.15
median_home_value: 204900
gini_index: 0.4286
vacancy_rate: 8.04
race_white: 16144
race_black: 415
race_asian: 9
race_native: 30
hispanic: 524
bachelors_plus: 3347
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Garrard County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 17568 |
| Under 18 | 3791 |
| 1864 | 10488 |
| 65+ | 3289 |
| Median household income | 63087 |
| Poverty rate | 15.93 |
| Homeownership rate | 79.9 |
| Unemployment rate | 5.15 |
| Median home value | 204900 |
| Gini index | 0.4286 |
| Vacancy rate | 8.04 |
| White | 16144 |
| Black | 415 |
| Asian | 9 |
| Native | 30 |
| Hispanic/Latino | 524 |
| Bachelor's or higher | 3347 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Grant County, KY"
classification: county
fips: "21081"
state: "KY"
demographics:
population: 25418
population_under_18: 6735
population_18_64: 14993
population_65_plus: 3690
median_household_income: 69178
poverty_rate: 11.73
homeownership_rate: 75.13
unemployment_rate: 4.91
median_home_value: 209500
gini_index: 0.4034
vacancy_rate: 9.97
race_white: 23544
race_black: 218
race_asian: 146
race_native: 17
hispanic: 824
bachelors_plus: 3505
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Grant County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 25418 |
| Under 18 | 6735 |
| 1864 | 14993 |
| 65+ | 3690 |
| Median household income | 69178 |
| Poverty rate | 11.73 |
| Homeownership rate | 75.13 |
| Unemployment rate | 4.91 |
| Median home value | 209500 |
| Gini index | 0.4034 |
| Vacancy rate | 9.97 |
| White | 23544 |
| Black | 218 |
| Asian | 146 |
| Native | 17 |
| Hispanic/Latino | 824 |
| Bachelor's or higher | 3505 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Graves County, KY"
classification: county
fips: "21083"
state: "KY"
demographics:
population: 36630
population_under_18: 8849
population_18_64: 21028
population_65_plus: 6753
median_household_income: 50772
poverty_rate: 19.85
homeownership_rate: 76.07
unemployment_rate: 3.42
median_home_value: 147800
gini_index: 0.495
vacancy_rate: 13.92
race_white: 31507
race_black: 1527
race_asian: 171
race_native: 84
hispanic: 2983
bachelors_plus: 6595
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Graves County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 36630 |
| Under 18 | 8849 |
| 1864 | 21028 |
| 65+ | 6753 |
| Median household income | 50772 |
| Poverty rate | 19.85 |
| Homeownership rate | 76.07 |
| Unemployment rate | 3.42 |
| Median home value | 147800 |
| Gini index | 0.495 |
| Vacancy rate | 13.92 |
| White | 31507 |
| Black | 1527 |
| Asian | 171 |
| Native | 84 |
| Hispanic/Latino | 2983 |
| Bachelor's or higher | 6595 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Grayson County, KY"
classification: county
fips: "21085"
state: "KY"
demographics:
population: 26707
population_under_18: 6349
population_18_64: 15524
population_65_plus: 4834
median_household_income: 50757
poverty_rate: 20.07
homeownership_rate: 74.57
unemployment_rate: 6.64
median_home_value: 164600
gini_index: 0.4823
vacancy_rate: 24.24
race_white: 25475
race_black: 218
race_asian: 105
race_native: 10
hispanic: 430
bachelors_plus: 4358
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Grayson County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 26707 |
| Under 18 | 6349 |
| 1864 | 15524 |
| 65+ | 4834 |
| Median household income | 50757 |
| Poverty rate | 20.07 |
| Homeownership rate | 74.57 |
| Unemployment rate | 6.64 |
| Median home value | 164600 |
| Gini index | 0.4823 |
| Vacancy rate | 24.24 |
| White | 25475 |
| Black | 218 |
| Asian | 105 |
| Native | 10 |
| Hispanic/Latino | 430 |
| Bachelor's or higher | 4358 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Green County, KY"
classification: county
fips: "21087"
state: "KY"
demographics:
population: 11369
population_under_18: 2405
population_18_64: 6409
population_65_plus: 2555
median_household_income: 46798
poverty_rate: 20.42
homeownership_rate: 77.61
unemployment_rate: 7.18
median_home_value: 125000
gini_index: 0.4732
vacancy_rate: 16.41
race_white: 10838
race_black: 146
race_asian: 0
race_native: 8
hispanic: 259
bachelors_plus: 2148
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Green County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 11369 |
| Under 18 | 2405 |
| 1864 | 6409 |
| 65+ | 2555 |
| Median household income | 46798 |
| Poverty rate | 20.42 |
| Homeownership rate | 77.61 |
| Unemployment rate | 7.18 |
| Median home value | 125000 |
| Gini index | 0.4732 |
| Vacancy rate | 16.41 |
| White | 10838 |
| Black | 146 |
| Asian | 0 |
| Native | 8 |
| Hispanic/Latino | 259 |
| Bachelor's or higher | 2148 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Greenup County, KY"
classification: county
fips: "21089"
state: "KY"
demographics:
population: 35501
population_under_18: 7548
population_18_64: 20130
population_65_plus: 7823
median_household_income: 60751
poverty_rate: 15.43
homeownership_rate: 80.31
unemployment_rate: 6.77
median_home_value: 134000
gini_index: 0.4727
vacancy_rate: 9.42
race_white: 33780
race_black: 255
race_asian: 211
race_native: 29
hispanic: 420
bachelors_plus: 7073
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Greenup County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 35501 |
| Under 18 | 7548 |
| 1864 | 20130 |
| 65+ | 7823 |
| Median household income | 60751 |
| Poverty rate | 15.43 |
| Homeownership rate | 80.31 |
| Unemployment rate | 6.77 |
| Median home value | 134000 |
| Gini index | 0.4727 |
| Vacancy rate | 9.42 |
| White | 33780 |
| Black | 255 |
| Asian | 211 |
| Native | 29 |
| Hispanic/Latino | 420 |
| Bachelor's or higher | 7073 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Hancock County, KY"
classification: county
fips: "21091"
state: "KY"
demographics:
population: 9034
population_under_18: 2157
population_18_64: 5220
population_65_plus: 1657
median_household_income: 65464
poverty_rate: 16.25
homeownership_rate: 77.16
unemployment_rate: 4.38
median_home_value: 141200
gini_index: 0.405
vacancy_rate: 7.38
race_white: 8513
race_black: 114
race_asian: 7
race_native: 6
hispanic: 74
bachelors_plus: 1429
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Hancock County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 9034 |
| Under 18 | 2157 |
| 1864 | 5220 |
| 65+ | 1657 |
| Median household income | 65464 |
| Poverty rate | 16.25 |
| Homeownership rate | 77.16 |
| Unemployment rate | 4.38 |
| Median home value | 141200 |
| Gini index | 0.405 |
| Vacancy rate | 7.38 |
| White | 8513 |
| Black | 114 |
| Asian | 7 |
| Native | 6 |
| Hispanic/Latino | 74 |
| Bachelor's or higher | 1429 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Hardin County, KY"
classification: county
fips: "21093"
state: "KY"
demographics:
population: 111942
population_under_18: 27635
population_18_64: 67385
population_65_plus: 16922
median_household_income: 67647
poverty_rate: 13.06
homeownership_rate: 62.57
unemployment_rate: 6.59
median_home_value: 225800
gini_index: 0.4639
vacancy_rate: 7.25
race_white: 84992
race_black: 12535
race_asian: 2471
race_native: 238
hispanic: 7273
bachelors_plus: 25948
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Hardin County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 111942 |
| Under 18 | 27635 |
| 1864 | 67385 |
| 65+ | 16922 |
| Median household income | 67647 |
| Poverty rate | 13.06 |
| Homeownership rate | 62.57 |
| Unemployment rate | 6.59 |
| Median home value | 225800 |
| Gini index | 0.4639 |
| Vacancy rate | 7.25 |
| White | 84992 |
| Black | 12535 |
| Asian | 2471 |
| Native | 238 |
| Hispanic/Latino | 7273 |
| Bachelor's or higher | 25948 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Harlan County, KY"
classification: county
fips: "21095"
state: "KY"
demographics:
population: 25772
population_under_18: 6120
population_18_64: 14632
population_65_plus: 5020
median_household_income: 41693
poverty_rate: 27.37
homeownership_rate: 71.57
unemployment_rate: 9.53
median_home_value: 73700
gini_index: 0.4634
vacancy_rate: 17.68
race_white: 24269
race_black: 328
race_asian: 58
race_native: 56
hispanic: 135
bachelors_plus: 3542
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Harlan County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 25772 |
| Under 18 | 6120 |
| 1864 | 14632 |
| 65+ | 5020 |
| Median household income | 41693 |
| Poverty rate | 27.37 |
| Homeownership rate | 71.57 |
| Unemployment rate | 9.53 |
| Median home value | 73700 |
| Gini index | 0.4634 |
| Vacancy rate | 17.68 |
| White | 24269 |
| Black | 328 |
| Asian | 58 |
| Native | 56 |
| Hispanic/Latino | 135 |
| Bachelor's or higher | 3542 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Harrison County, KY"
classification: county
fips: "21097"
state: "KY"
demographics:
population: 19140
population_under_18: 4476
population_18_64: 10998
population_65_plus: 3666
median_household_income: 66442
poverty_rate: 17.14
homeownership_rate: 71.42
unemployment_rate: 3.23
median_home_value: 202100
gini_index: 0.4609
vacancy_rate: 10.91
race_white: 17927
race_black: 334
race_asian: 16
race_native: 11
hispanic: 446
bachelors_plus: 4282
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Harrison County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 19140 |
| Under 18 | 4476 |
| 1864 | 10998 |
| 65+ | 3666 |
| Median household income | 66442 |
| Poverty rate | 17.14 |
| Homeownership rate | 71.42 |
| Unemployment rate | 3.23 |
| Median home value | 202100 |
| Gini index | 0.4609 |
| Vacancy rate | 10.91 |
| White | 17927 |
| Black | 334 |
| Asian | 16 |
| Native | 11 |
| Hispanic/Latino | 446 |
| Bachelor's or higher | 4282 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Hart County, KY"
classification: county
fips: "21099"
state: "KY"
demographics:
population: 19603
population_under_18: 4782
population_18_64: 11372
population_65_plus: 3449
median_household_income: 52285
poverty_rate: 19.31
homeownership_rate: 72.44
unemployment_rate: 3.75
median_home_value: 146000
gini_index: 0.4506
vacancy_rate: 17.39
race_white: 17892
race_black: 577
race_asian: 105
race_native: 55
hispanic: 412
bachelors_plus: 2259
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Hart County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 19603 |
| Under 18 | 4782 |
| 1864 | 11372 |
| 65+ | 3449 |
| Median household income | 52285 |
| Poverty rate | 19.31 |
| Homeownership rate | 72.44 |
| Unemployment rate | 3.75 |
| Median home value | 146000 |
| Gini index | 0.4506 |
| Vacancy rate | 17.39 |
| White | 17892 |
| Black | 577 |
| Asian | 105 |
| Native | 55 |
| Hispanic/Latino | 412 |
| Bachelor's or higher | 2259 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Henderson County, KY"
classification: county
fips: "21101"
state: "KY"
demographics:
population: 44280
population_under_18: 10016
population_18_64: 25780
population_65_plus: 8484
median_household_income: 58851
poverty_rate: 14.63
homeownership_rate: 64.87
unemployment_rate: 2.48
median_home_value: 171900
gini_index: 0.4383
vacancy_rate: 8.08
race_white: 37856
race_black: 3585
race_asian: 202
race_native: 17
hispanic: 1495
bachelors_plus: 8279
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Henderson County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 44280 |
| Under 18 | 10016 |
| 1864 | 25780 |
| 65+ | 8484 |
| Median household income | 58851 |
| Poverty rate | 14.63 |
| Homeownership rate | 64.87 |
| Unemployment rate | 2.48 |
| Median home value | 171900 |
| Gini index | 0.4383 |
| Vacancy rate | 8.08 |
| White | 37856 |
| Black | 3585 |
| Asian | 202 |
| Native | 17 |
| Hispanic/Latino | 1495 |
| Bachelor's or higher | 8279 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Henry County, KY"
classification: county
fips: "21103"
state: "KY"
demographics:
population: 15856
population_under_18: 3722
population_18_64: 9220
population_65_plus: 2914
median_household_income: 63347
poverty_rate: 16.42
homeownership_rate: 76.26
unemployment_rate: 4.96
median_home_value: 197900
gini_index: 0.4493
vacancy_rate: 8.32
race_white: 14304
race_black: 421
race_asian: 78
race_native: 53
hispanic: 651
bachelors_plus: 2300
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Henry County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 15856 |
| Under 18 | 3722 |
| 1864 | 9220 |
| 65+ | 2914 |
| Median household income | 63347 |
| Poverty rate | 16.42 |
| Homeownership rate | 76.26 |
| Unemployment rate | 4.96 |
| Median home value | 197900 |
| Gini index | 0.4493 |
| Vacancy rate | 8.32 |
| White | 14304 |
| Black | 421 |
| Asian | 78 |
| Native | 53 |
| Hispanic/Latino | 651 |
| Bachelor's or higher | 2300 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Hickman County, KY"
classification: county
fips: "21105"
state: "KY"
demographics:
population: 4439
population_under_18: 855
population_18_64: 2464
population_65_plus: 1120
median_household_income: 60867
poverty_rate: 20.48
homeownership_rate: 70.83
unemployment_rate: 3.06
median_home_value: 115700
gini_index: 0.4511
vacancy_rate: 19.71
race_white: 3838
race_black: 362
race_asian: 12
race_native: 2
hispanic: 116
bachelors_plus: 671
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Hickman County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 4439 |
| Under 18 | 855 |
| 1864 | 2464 |
| 65+ | 1120 |
| Median household income | 60867 |
| Poverty rate | 20.48 |
| Homeownership rate | 70.83 |
| Unemployment rate | 3.06 |
| Median home value | 115700 |
| Gini index | 0.4511 |
| Vacancy rate | 19.71 |
| White | 3838 |
| Black | 362 |
| Asian | 12 |
| Native | 2 |
| Hispanic/Latino | 116 |
| Bachelor's or higher | 671 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Hopkins County, KY"
classification: county
fips: "21107"
state: "KY"
demographics:
population: 45119
population_under_18: 10378
population_18_64: 26144
population_65_plus: 8597
median_household_income: 56815
poverty_rate: 19.98
homeownership_rate: 70.71
unemployment_rate: 6.21
median_home_value: 142800
gini_index: 0.4397
vacancy_rate: 12.4
race_white: 39402
race_black: 2628
race_asian: 264
race_native: 533
hispanic: 1249
bachelors_plus: 7652
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Hopkins County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 45119 |
| Under 18 | 10378 |
| 1864 | 26144 |
| 65+ | 8597 |
| Median household income | 56815 |
| Poverty rate | 19.98 |
| Homeownership rate | 70.71 |
| Unemployment rate | 6.21 |
| Median home value | 142800 |
| Gini index | 0.4397 |
| Vacancy rate | 12.4 |
| White | 39402 |
| Black | 2628 |
| Asian | 264 |
| Native | 533 |
| Hispanic/Latino | 1249 |
| Bachelor's or higher | 7652 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Jackson County, KY"
classification: county
fips: "21109"
state: "KY"
demographics:
population: 13086
population_under_18: 3111
population_18_64: 7597
population_65_plus: 2378
median_household_income: 40000
poverty_rate: 19.46
homeownership_rate: 77.39
unemployment_rate: 3.97
median_home_value: 111500
gini_index: 0.438
vacancy_rate: 14.72
race_white: 12668
race_black: 30
race_asian: 6
race_native: 19
hispanic: 142
bachelors_plus: 1095
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Jackson County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 13086 |
| Under 18 | 3111 |
| 1864 | 7597 |
| 65+ | 2378 |
| Median household income | 40000 |
| Poverty rate | 19.46 |
| Homeownership rate | 77.39 |
| Unemployment rate | 3.97 |
| Median home value | 111500 |
| Gini index | 0.438 |
| Vacancy rate | 14.72 |
| White | 12668 |
| Black | 30 |
| Asian | 6 |
| Native | 19 |
| Hispanic/Latino | 142 |
| Bachelor's or higher | 1095 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Jefferson County, KY"
classification: county
fips: "21111"
state: "KY"
demographics:
population: 783022
population_under_18: 174276
population_18_64: 474429
population_65_plus: 134317
median_household_income: 69866
poverty_rate: 14.29
homeownership_rate: 62.13
unemployment_rate: 5.17
median_home_value: 248400
gini_index: 0.4811
vacancy_rate: 7.83
race_white: 494460
race_black: 162586
race_asian: 24685
race_native: 1196
hispanic: 67277
bachelors_plus: 285054
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Jefferson County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 783022 |
| Under 18 | 174276 |
| 1864 | 474429 |
| 65+ | 134317 |
| Median household income | 69866 |
| Poverty rate | 14.29 |
| Homeownership rate | 62.13 |
| Unemployment rate | 5.17 |
| Median home value | 248400 |
| Gini index | 0.4811 |
| Vacancy rate | 7.83 |
| White | 494460 |
| Black | 162586 |
| Asian | 24685 |
| Native | 1196 |
| Hispanic/Latino | 67277 |
| Bachelor's or higher | 285054 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Jessamine County, KY"
classification: county
fips: "21113"
state: "KY"
demographics:
population: 54588
population_under_18: 12966
population_18_64: 32744
population_65_plus: 8878
median_household_income: 74576
poverty_rate: 11.27
homeownership_rate: 66.75
unemployment_rate: 3.13
median_home_value: 268100
gini_index: 0.5163
vacancy_rate: 6.06
race_white: 47486
race_black: 2221
race_asian: 979
race_native: 50
hispanic: 2740
bachelors_plus: 17610
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Jessamine County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 54588 |
| Under 18 | 12966 |
| 1864 | 32744 |
| 65+ | 8878 |
| Median household income | 74576 |
| Poverty rate | 11.27 |
| Homeownership rate | 66.75 |
| Unemployment rate | 3.13 |
| Median home value | 268100 |
| Gini index | 0.5163 |
| Vacancy rate | 6.06 |
| White | 47486 |
| Black | 2221 |
| Asian | 979 |
| Native | 50 |
| Hispanic/Latino | 2740 |
| Bachelor's or higher | 17610 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Johnson County, KY"
classification: county
fips: "21115"
state: "KY"
demographics:
population: 22334
population_under_18: 4966
population_18_64: 13090
population_65_plus: 4278
median_household_income: 44904
poverty_rate: 22.79
homeownership_rate: 68.29
unemployment_rate: 4.23
median_home_value: 120200
gini_index: 0.4781
vacancy_rate: 14.58
race_white: 20983
race_black: 123
race_asian: 312
race_native: 30
hispanic: 110
bachelors_plus: 3777
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Johnson County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 22334 |
| Under 18 | 4966 |
| 1864 | 13090 |
| 65+ | 4278 |
| Median household income | 44904 |
| Poverty rate | 22.79 |
| Homeownership rate | 68.29 |
| Unemployment rate | 4.23 |
| Median home value | 120200 |
| Gini index | 0.4781 |
| Vacancy rate | 14.58 |
| White | 20983 |
| Black | 123 |
| Asian | 312 |
| Native | 30 |
| Hispanic/Latino | 110 |
| Bachelor's or higher | 3777 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Kenton County, KY"
classification: county
fips: "21117"
state: "KY"
demographics:
population: 171288
population_under_18: 39980
population_18_64: 104350
population_65_plus: 26958
median_household_income: 80548
poverty_rate: 11.85
homeownership_rate: 70.74
unemployment_rate: 4.33
median_home_value: 244400
gini_index: 0.4576
vacancy_rate: 7.99
race_white: 147467
race_black: 6717
race_asian: 2001
race_native: 283
hispanic: 8330
bachelors_plus: 59445
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Kenton County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 171288 |
| Under 18 | 39980 |
| 1864 | 104350 |
| 65+ | 26958 |
| Median household income | 80548 |
| Poverty rate | 11.85 |
| Homeownership rate | 70.74 |
| Unemployment rate | 4.33 |
| Median home value | 244400 |
| Gini index | 0.4576 |
| Vacancy rate | 7.99 |
| White | 147467 |
| Black | 6717 |
| Asian | 2001 |
| Native | 283 |
| Hispanic/Latino | 8330 |
| Bachelor's or higher | 59445 |
## Source
- demographics: Census ACS 2023

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