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
commit 5b0712c31f
5989 changed files with 304296 additions and 0 deletions
@@ -0,0 +1,36 @@
---
type: Candidate
title: "Brian Matthew Ragain"
description: "U.S. Senate candidate, OK (2026)"
office: "U.S. Senate"
state: "OK"
party: "REP"
stance: "challenger"
election_year: 2026
status: "statutory candidate"
committee:
name: "BRIAN RAGAIN FOR US SENATE"
id: "C00945121"
ids:
fec: "S6OK04262"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, senate, ok]
timestamp: "2026-07-03"
---
# Brian Matthew Ragain
Republican challenger for U.S. Senate (OK), 2026.
## Campaign Committee
- BRIAN RAGAIN FOR US SENATE (C00945121)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,37 @@
---
type: Candidate
title: "Courtney Gill"
description: "U.S. House candidate, OK-01 (2026)"
office: "U.S. House"
state: "OK"
district: "OK-01"
party: "REP"
stance: "open-seat"
election_year: 2026
status: "statutory candidate"
committee:
name: "GILL FOR OKLAHOMA"
id: "C00943274"
ids:
fec: "H6OK01243"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, house, ok]
timestamp: "2026-07-03"
---
# Courtney Gill
Republican open-seat for U.S. House (OK-01), 2026.
## Campaign Committee
- GILL FOR OKLAHOMA (C00943274)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,36 @@
---
type: Candidate
title: "Dennis Baker"
description: "U.S. House candidate, OK-01 (2026)"
office: "U.S. House"
state: "OK"
district: "OK-01"
party: "DEM"
election_year: 2026
status: "statutory candidate"
committee:
name: "DENNIS BAKER FOR CONGRESS"
id: "C00838938"
ids:
fec: "H4OK01107"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, house, ok]
timestamp: "2026-07-03"
---
# Dennis Baker
Democratic candidate for U.S. House (OK-01), 2026.
## Campaign Committee
- DENNIS BAKER FOR CONGRESS (C00838938)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,37 @@
---
type: Candidate
title: "Erica Watkins"
description: "U.S. House candidate, OK-01 (2026)"
office: "U.S. House"
state: "OK"
district: "OK-01"
party: "DEM"
stance: "open-seat"
election_year: 2026
status: "statutory candidate"
committee:
name: "ERICA 4 OK 2026"
id: "C00916171"
ids:
fec: "H6OK01227"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, house, ok]
timestamp: "2026-07-03"
---
# Erica Watkins
Democratic open-seat for U.S. House (OK-01), 2026.
## Campaign Committee
- ERICA 4 OK 2026 (C00916171)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,37 @@
---
type: Candidate
title: "Erik Terwey"
description: "U.S. House candidate, OK-02 (2026)"
office: "U.S. House"
state: "OK"
district: "OK-02"
party: "DEM"
stance: "challenger"
election_year: 2026
status: "statutory candidate"
committee:
name: "VOTE FOR TERWEY"
id: "C00905265"
ids:
fec: "H6OK02266"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, house, ok]
timestamp: "2026-07-03"
---
# Erik Terwey
Democratic challenger for U.S. House (OK-02), 2026.
## Campaign Committee
- VOTE FOR TERWEY (C00905265)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,36 @@
---
type: Candidate
title: "Ervin Stone Dr Yen"
description: "U.S. Senate candidate, OK (2026)"
office: "U.S. Senate"
state: "OK"
party: "DEM"
stance: "challenger"
election_year: 2026
status: "statutory candidate"
committee:
name: "ERVIN STONE YEN FOR U.S. SENATE"
id: "C00946475"
ids:
fec: "S6OK04270"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, senate, ok]
timestamp: "2026-07-03"
---
# Ervin Stone Dr Yen
Democratic challenger for U.S. Senate (OK), 2026.
## Campaign Committee
- ERVIN STONE YEN FOR U.S. SENATE (C00946475)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,37 @@
---
type: Candidate
title: "Frank D. Lucas"
description: "U.S. House candidate, OK-03 (2026)"
office: "U.S. House"
state: "OK"
district: "OK-03"
party: "REP"
stance: "incumbent"
election_year: 2026
status: "statutory candidate"
committee:
name: "LUCAS FOR CONGRESS"
id: "C00287912"
ids:
fec: "H4OK06056"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, house, ok]
timestamp: "2026-07-03"
---
# Frank D. Lucas
Republican incumbent for U.S. House (OK-03), 2026.
## Campaign Committee
- LUCAS FOR CONGRESS (C00287912)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,36 @@
---
type: Candidate
title: "Gary Ty Mr. England"
description: "U.S. Senate candidate, OK (2026)"
office: "U.S. Senate"
state: "OK"
party: "REP"
stance: "challenger"
election_year: 2026
status: "statutory candidate"
committee:
name: "GARY TY ENGLAND FOR SENATE 2026"
id: "C00946939"
ids:
fec: "S6OK04288"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, senate, ok]
timestamp: "2026-07-03"
---
# Gary Ty Mr. England
Republican challenger for U.S. Senate (OK), 2026.
## Campaign Committee
- GARY TY ENGLAND FOR SENATE 2026 (C00946939)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,37 @@
---
type: Candidate
title: "Jackson Lahmeyer"
description: "U.S. House candidate, OK-01 (2026)"
office: "U.S. House"
state: "OK"
district: "OK-01"
party: "REP"
stance: "open-seat"
election_year: 2026
status: "statutory candidate"
committee:
name: "LAHMEYER FOR CONGRESS INC"
id: "C00945774"
ids:
fec: "H6OK01284"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, house, ok]
timestamp: "2026-07-03"
---
# Jackson Lahmeyer
Republican open-seat for U.S. House (OK-01), 2026.
## Campaign Committee
- LAHMEYER FOR CONGRESS INC (C00945774)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,37 @@
---
type: Candidate
title: "Jackson Stallings"
description: "U.S. House candidate, OK-01 (2026)"
office: "U.S. House"
state: "OK"
district: "OK-01"
party: "REP"
stance: "open-seat"
election_year: 2026
status: "statutory candidate"
committee:
name: "JACKSON STALLINGS FOR CONGRESS"
id: "C00943571"
ids:
fec: "H6OK01268"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, house, ok]
timestamp: "2026-07-03"
---
# Jackson Stallings
Republican open-seat for U.S. House (OK-01), 2026.
## Campaign Committee
- JACKSON STALLINGS FOR CONGRESS (C00943571)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,29 @@
---
type: Candidate
title: "James M. Sen. Inhofe"
description: "U.S. Senate candidate, OK (2026)"
office: "U.S. Senate"
state: "OK"
party: "REP"
stance: "challenger"
election_year: 2026
status: "statutory candidate"
ids:
fec: "S4OK00083"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, senate, ok]
timestamp: "2026-07-03"
---
# James M. Sen. Inhofe
Republican challenger for U.S. Senate (OK), 2026.
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,37 @@
---
type: Candidate
title: "Jed Cochran"
description: "U.S. House candidate, OK-01 (2026)"
office: "U.S. House"
state: "OK"
district: "OK-01"
party: "REP"
stance: "open-seat"
election_year: 2026
status: "statutory candidate"
committee:
name: "JED COCHRAN FOR CONGRESS"
id: "C00945873"
ids:
fec: "H6OK01292"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, house, ok]
timestamp: "2026-07-03"
---
# Jed Cochran
Republican open-seat for U.S. House (OK-01), 2026.
## Campaign Committee
- JED COCHRAN FOR CONGRESS (C00945873)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,37 @@
---
type: Candidate
title: "Jeffrey Pixley"
description: "U.S. House candidate, OK-04 (2026)"
office: "U.S. House"
state: "OK"
district: "OK-04"
party: "DEM"
stance: "challenger"
election_year: 2026
status: "statutory candidate"
committee:
name: "JEFF PIXLEY FOR CONGRESS"
id: "C00918250"
ids:
fec: "H6OK04163"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, house, ok]
timestamp: "2026-07-03"
---
# Jeffrey Pixley
Democratic challenger for U.S. House (OK-04), 2026.
## Campaign Committee
- JEFF PIXLEY FOR CONGRESS (C00918250)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,37 @@
---
type: Candidate
title: "Jena Nelson"
description: "U.S. House candidate, OK-05 (2026)"
office: "U.S. House"
state: "OK"
district: "OK-05"
party: "DEM"
stance: "challenger"
election_year: 2026
status: "statutory candidate"
committee:
name: "JENA NELSON FOR CONGRESS"
id: "C00911982"
ids:
fec: "H6OK05293"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, house, ok]
timestamp: "2026-07-03"
---
# Jena Nelson
Democratic challenger for U.S. House (OK-05), 2026.
## Campaign Committee
- JENA NELSON FOR CONGRESS (C00911982)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,36 @@
---
type: Candidate
title: "Jim Priest"
description: "U.S. Senate candidate, OK (2026)"
office: "U.S. Senate"
state: "OK"
party: "DEM"
stance: "challenger"
election_year: 2026
status: "statutory candidate"
committee:
name: "JIM PRIEST FOR US SENATE"
id: "C00933051"
ids:
fec: "S6OK04197"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, senate, ok]
timestamp: "2026-07-03"
---
# Jim Priest
Democratic challenger for U.S. Senate (OK), 2026.
## Campaign Committee
- JIM PRIEST FOR US SENATE (C00933051)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,37 @@
---
type: Candidate
title: "John Thomas Croisant"
description: "U.S. House candidate, OK-01 (2026)"
office: "U.S. House"
state: "OK"
district: "OK-01"
party: "DEM"
stance: "open-seat"
election_year: 2026
status: "statutory candidate"
committee:
name: "JOHN CROISANT FOR OK CD1"
id: "C00895714"
ids:
fec: "H6OK01201"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, house, ok]
timestamp: "2026-07-03"
---
# John Thomas Croisant
Democratic open-seat for U.S. House (OK-01), 2026.
## Campaign Committee
- JOHN CROISANT FOR OK CD1 (C00895714)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,37 @@
---
type: Candidate
title: "Josh Brecheen"
description: "U.S. House candidate, OK-02 (2026)"
office: "U.S. House"
state: "OK"
district: "OK-02"
party: "REP"
stance: "incumbent"
election_year: 2026
status: "statutory candidate"
committee:
name: "JOSH BRECHEEN FOR CONGRESS"
id: "C00812974"
ids:
fec: "H2OK02315"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, house, ok]
timestamp: "2026-07-03"
---
# Josh Brecheen
Republican incumbent for U.S. House (OK-02), 2026.
## Campaign Committee
- JOSH BRECHEEN FOR CONGRESS (C00812974)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,37 @@
---
type: Candidate
title: "Kevin Hern"
description: "U.S. House candidate, OK-01 (2026)"
office: "U.S. House"
state: "OK"
district: "OK-01"
party: "REP"
stance: "incumbent"
election_year: 2026
status: "statutory candidate"
committee:
name: "HERN FOR CONGRESS"
id: "C00636092"
ids:
fec: "H8OK01157"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, house, ok]
timestamp: "2026-07-03"
---
# Kevin Hern
Republican incumbent for U.S. House (OK-01), 2026.
## Campaign Committee
- HERN FOR CONGRESS (C00636092)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,36 @@
---
type: Candidate
title: "Kevin Hern"
description: "U.S. Senate candidate, OK (2026)"
office: "U.S. Senate"
state: "OK"
party: "REP"
stance: "challenger"
election_year: 2026
status: "statutory candidate"
committee:
name: "HERN FOR SENATE"
id: "C00943142"
ids:
fec: "S6OK04247"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, senate, ok]
timestamp: "2026-07-03"
---
# Kevin Hern
Republican challenger for U.S. Senate (OK), 2026.
## Campaign Committee
- HERN FOR SENATE (C00943142)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,37 @@
---
type: Candidate
title: "Kim David"
description: "U.S. House candidate, OK-01 (2026)"
office: "U.S. House"
state: "OK"
district: "OK-01"
party: "REP"
stance: "open-seat"
election_year: 2026
status: "statutory candidate"
committee:
name: "KIM DAVID FOR CONGRESS"
id: "C00943365"
ids:
fec: "H6OK01250"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, house, ok]
timestamp: "2026-07-03"
---
# Kim David
Republican open-seat for U.S. House (OK-01), 2026.
## Campaign Committee
- KIM DAVID FOR CONGRESS (C00943365)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,37 @@
---
type: Candidate
title: "Mark Tedford"
description: "U.S. House candidate, OK-01 (2026)"
office: "U.S. House"
state: "OK"
district: "OK-01"
party: "REP"
stance: "open-seat"
election_year: 2026
status: "statutory candidate"
committee:
name: "TEDFORD FOR U.S. CONGRESS"
id: "C00943175"
ids:
fec: "H6OK01235"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, house, ok]
timestamp: "2026-07-03"
---
# Mark Tedford
Republican open-seat for U.S. House (OK-01), 2026.
## Campaign Committee
- TEDFORD FOR U.S. CONGRESS (C00943175)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,36 @@
---
type: Candidate
title: "Markwayne Mullin"
description: "U.S. Senate candidate, OK (2026)"
office: "U.S. Senate"
state: "OK"
party: "REP"
stance: "incumbent"
election_year: 2026
status: "statutory candidate"
committee:
name: "MULLIN FOR AMERICA"
id: "C00498345"
ids:
fec: "S2OK00186"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, senate, ok]
timestamp: "2026-07-03"
---
# Markwayne Mullin
Republican incumbent for U.S. Senate (OK), 2026.
## Campaign Committee
- MULLIN FOR AMERICA (C00498345)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,37 @@
---
type: Candidate
title: "Mitchell Leigh Jacob"
description: "U.S. House candidate, OK-04 (2026)"
office: "U.S. House"
state: "OK"
district: "OK-04"
party: "DEM"
stance: "challenger"
election_year: 2026
status: "statutory candidate"
committee:
name: "MITCHELL JACOB FOR CONGRESS"
id: "C00914135"
ids:
fec: "H6OK04155"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, house, ok]
timestamp: "2026-07-03"
---
# Mitchell Leigh Jacob
Democratic challenger for U.S. House (OK-04), 2026.
## Campaign Committee
- MITCHELL JACOB FOR CONGRESS (C00914135)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,36 @@
---
type: Candidate
title: "N'Kiyla Jasmine - Ann Thomas"
description: "U.S. Senate candidate, OK (2026)"
office: "U.S. Senate"
state: "OK"
party: "DEM"
stance: "challenger"
election_year: 2026
status: "statutory candidate"
committee:
name: "NKIYLA FOR OK"
id: "C00899559"
ids:
fec: "S6OK04163"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, senate, ok]
timestamp: "2026-07-03"
---
# N'Kiyla Jasmine - Ann Thomas
Democratic challenger for U.S. Senate (OK), 2026.
## Campaign Committee
- NKIYLA FOR OK (C00899559)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,37 @@
---
type: Candidate
title: "Nathaniel Allen Butterfield"
description: "U.S. House candidate, OK-01 (2026)"
office: "U.S. House"
state: "OK"
district: "OK-01"
party: "REP"
stance: "open-seat"
election_year: 2026
status: "statutory candidate"
committee:
name: "FRIENDS OF NATHAN BUTTERFIELD 2026"
id: "C00945162"
ids:
fec: "H6OK01276"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, house, ok]
timestamp: "2026-07-03"
---
# Nathaniel Allen Butterfield
Republican open-seat for U.S. House (OK-01), 2026.
## Campaign Committee
- FRIENDS OF NATHAN BUTTERFIELD 2026 (C00945162)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,36 @@
---
type: Candidate
title: "Ron Meinhardt"
description: "U.S. Senate candidate, OK (2026)"
office: "U.S. Senate"
state: "OK"
party: "IND"
stance: "challenger"
election_year: 2026
status: "statutory candidate"
committee:
name: "MEINHARDT FOR US SENATE"
id: "C00939058"
ids:
fec: "S6OK04205"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, senate, ok]
timestamp: "2026-07-03"
---
# Ron Meinhardt
Independent challenger for U.S. Senate (OK), 2026.
## Campaign Committee
- MEINHARDT FOR US SENATE (C00939058)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,37 @@
---
type: Candidate
title: "Stephanie Bice"
description: "U.S. House candidate, OK-05 (2026)"
office: "U.S. House"
state: "OK"
district: "OK-05"
party: "REP"
stance: "incumbent"
election_year: 2026
status: "statutory candidate"
committee:
name: "BICE FOR CONGRESS"
id: "C00703843"
ids:
fec: "H0OK05205"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, house, ok]
timestamp: "2026-07-03"
---
# Stephanie Bice
Republican incumbent for U.S. House (OK-05), 2026.
## Campaign Committee
- BICE FOR CONGRESS (C00703843)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,36 @@
---
type: Candidate
title: "Tammy Swearengin"
description: "U.S. Senate candidate, OK (2026)"
office: "U.S. Senate"
state: "OK"
party: "REP"
stance: "challenger"
election_year: 2026
status: "statutory candidate"
committee:
name: "TAMMY SWEARENGIN FOR US SENATE"
id: "C00722272"
ids:
fec: "S6OK04148"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, senate, ok]
timestamp: "2026-07-03"
---
# Tammy Swearengin
Republican challenger for U.S. Senate (OK), 2026.
## Campaign Committee
- TAMMY SWEARENGIN FOR US SENATE (C00722272)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,37 @@
---
type: Candidate
title: "Todd Woods"
description: "U.S. House candidate, OK-01 (2026)"
office: "U.S. House"
state: "OK"
district: "OK-01"
party: "REP"
stance: "open-seat"
election_year: 2026
status: "statutory candidate"
committee:
name: "TODD WOODS FOR CONGRESS"
id: "C00949230"
ids:
fec: "H6OK01326"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, house, ok]
timestamp: "2026-07-03"
---
# Todd Woods
Republican open-seat for U.S. House (OK-01), 2026.
## Campaign Committee
- TODD WOODS FOR CONGRESS (C00949230)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,37 @@
---
type: Candidate
title: "Tom Cole"
description: "U.S. House candidate, OK-04 (2026)"
office: "U.S. House"
state: "OK"
district: "OK-04"
party: "REP"
stance: "incumbent"
election_year: 2026
status: "statutory candidate"
committee:
name: "COLE FOR CONGRESS"
id: "C00379735"
ids:
fec: "H2OK04055"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, house, ok]
timestamp: "2026-07-03"
---
# Tom Cole
Republican incumbent for U.S. House (OK-04), 2026.
## Campaign Committee
- COLE FOR CONGRESS (C00379735)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,37 @@
---
type: Candidate
title: "Trey Martin"
description: "U.S. House candidate, OK-05 (2026)"
office: "U.S. House"
state: "OK"
district: "OK-05"
party: "DEM"
stance: "challenger"
election_year: 2026
status: "statutory candidate"
committee:
name: "TREY MARTIN FOR CONGRESS"
id: "C00947069"
ids:
fec: "H6OK05319"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, house, ok]
timestamp: "2026-07-03"
---
# Trey Martin
Democratic challenger for U.S. House (OK-05), 2026.
## Campaign Committee
- TREY MARTIN FOR CONGRESS (C00947069)
## Source
- filing: FEC (Federal Election Commission)
Federal candidate filing; not yet linked to an officeholder record.
@@ -0,0 +1,36 @@
---
type: Candidate
title: "Troy Wesley Green"
description: "U.S. Senate candidate, OK (2026)"
office: "U.S. Senate"
state: "OK"
party: "DEM"
stance: "challenger"
election_year: 2026
status: "statutory candidate"
committee:
name: "TROY GREEN U.S. SENATE"
id: "C00918607"
ids:
fec: "S6OK04171"
sources:
- field: filing
source: FEC (Federal Election Commission)
confidence: official
tags: [candidate, federal, senate, ok]
timestamp: "2026-07-03"
---
# Troy Wesley Green
Democratic challenger for U.S. Senate (OK), 2026.
## Campaign Committee
- TROY GREEN U.S. SENATE (C00918607)
## 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, OK"
classification: county
fips: "40001"
state: "OK"
demographics:
population: 19575
population_under_18: 5117
population_18_64: 11368
population_65_plus: 3090
median_household_income: 48041
poverty_rate: 21.52
homeownership_rate: 68.51
unemployment_rate: 6.86
median_home_value: 117800
gini_index: 0.4603
vacancy_rate: 12.46
race_white: 7748
race_black: 148
race_asian: 250
race_native: 7775
hispanic: 1407
bachelors_plus: 2234
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Adair County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 19575 |
| Under 18 | 5117 |
| 1864 | 11368 |
| 65+ | 3090 |
| Median household income | 48041 |
| Poverty rate | 21.52 |
| Homeownership rate | 68.51 |
| Unemployment rate | 6.86 |
| Median home value | 117800 |
| Gini index | 0.4603 |
| Vacancy rate | 12.46 |
| White | 7748 |
| Black | 148 |
| Asian | 250 |
| Native | 7775 |
| Hispanic/Latino | 1407 |
| Bachelor's or higher | 2234 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Alfalfa County, OK"
classification: county
fips: "40003"
state: "OK"
demographics:
population: 5696
population_under_18: 1045
population_18_64: 3482
population_65_plus: 1169
median_household_income: 64615
poverty_rate: 16.51
homeownership_rate: 77.5
unemployment_rate: 4.29
median_home_value: 101500
gini_index: 0.4177
vacancy_rate: 21.41
race_white: 4668
race_black: 213
race_asian: 24
race_native: 141
hispanic: 351
bachelors_plus: 1120
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Alfalfa County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 5696 |
| Under 18 | 1045 |
| 1864 | 3482 |
| 65+ | 1169 |
| Median household income | 64615 |
| Poverty rate | 16.51 |
| Homeownership rate | 77.5 |
| Unemployment rate | 4.29 |
| Median home value | 101500 |
| Gini index | 0.4177 |
| Vacancy rate | 21.41 |
| White | 4668 |
| Black | 213 |
| Asian | 24 |
| Native | 141 |
| Hispanic/Latino | 351 |
| Bachelor's or higher | 1120 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Atoka County, OK"
classification: county
fips: "40005"
state: "OK"
demographics:
population: 14379
population_under_18: 3061
population_18_64: 8604
population_65_plus: 2714
median_household_income: 54785
poverty_rate: 17.3
homeownership_rate: 74.37
unemployment_rate: 4.59
median_home_value: 157600
gini_index: 0.4511
vacancy_rate: 17.14
race_white: 9759
race_black: 591
race_asian: 17
race_native: 1350
hispanic: 636
bachelors_plus: 2311
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Atoka County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 14379 |
| Under 18 | 3061 |
| 1864 | 8604 |
| 65+ | 2714 |
| Median household income | 54785 |
| Poverty rate | 17.3 |
| Homeownership rate | 74.37 |
| Unemployment rate | 4.59 |
| Median home value | 157600 |
| Gini index | 0.4511 |
| Vacancy rate | 17.14 |
| White | 9759 |
| Black | 591 |
| Asian | 17 |
| Native | 1350 |
| Hispanic/Latino | 636 |
| Bachelor's or higher | 2311 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Beaver County, OK"
classification: county
fips: "40007"
state: "OK"
demographics:
population: 5028
population_under_18: 1237
population_18_64: 2784
population_65_plus: 1007
median_household_income: 64276
poverty_rate: 13.25
homeownership_rate: 80.87
unemployment_rate: 2.62
median_home_value: 130100
gini_index: 0.4397
vacancy_rate: 32.29
race_white: 3461
race_black: 37
race_asian: 3
race_native: 58
hispanic: 1439
bachelors_plus: 943
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Beaver County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 5028 |
| Under 18 | 1237 |
| 1864 | 2784 |
| 65+ | 1007 |
| Median household income | 64276 |
| Poverty rate | 13.25 |
| Homeownership rate | 80.87 |
| Unemployment rate | 2.62 |
| Median home value | 130100 |
| Gini index | 0.4397 |
| Vacancy rate | 32.29 |
| White | 3461 |
| Black | 37 |
| Asian | 3 |
| Native | 58 |
| Hispanic/Latino | 1439 |
| Bachelor's or higher | 943 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Beckham County, OK"
classification: county
fips: "40009"
state: "OK"
demographics:
population: 22148
population_under_18: 5125
population_18_64: 13675
population_65_plus: 3348
median_household_income: 53328
poverty_rate: 21.68
homeownership_rate: 67.83
unemployment_rate: 7.86
median_home_value: 143500
gini_index: 0.4555
vacancy_rate: 19.23
race_white: 17861
race_black: 1230
race_asian: 262
race_native: 407
hispanic: 3006
bachelors_plus: 2512
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Beckham County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 22148 |
| Under 18 | 5125 |
| 1864 | 13675 |
| 65+ | 3348 |
| Median household income | 53328 |
| Poverty rate | 21.68 |
| Homeownership rate | 67.83 |
| Unemployment rate | 7.86 |
| Median home value | 143500 |
| Gini index | 0.4555 |
| Vacancy rate | 19.23 |
| White | 17861 |
| Black | 1230 |
| Asian | 262 |
| Native | 407 |
| Hispanic/Latino | 3006 |
| Bachelor's or higher | 2512 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Blaine County, OK"
classification: county
fips: "40011"
state: "OK"
demographics:
population: 8570
population_under_18: 2108
population_18_64: 4778
population_65_plus: 1684
median_household_income: 61642
poverty_rate: 17.36
homeownership_rate: 73.44
unemployment_rate: 8.4
median_home_value: 126900
gini_index: 0.4351
vacancy_rate: 26.2
race_white: 6164
race_black: 332
race_asian: 3
race_native: 575
hispanic: 1078
bachelors_plus: 1290
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Blaine County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 8570 |
| Under 18 | 2108 |
| 1864 | 4778 |
| 65+ | 1684 |
| Median household income | 61642 |
| Poverty rate | 17.36 |
| Homeownership rate | 73.44 |
| Unemployment rate | 8.4 |
| Median home value | 126900 |
| Gini index | 0.4351 |
| Vacancy rate | 26.2 |
| White | 6164 |
| Black | 332 |
| Asian | 3 |
| Native | 575 |
| Hispanic/Latino | 1078 |
| Bachelor's or higher | 1290 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Bryan County, OK"
classification: county
fips: "40013"
state: "OK"
demographics:
population: 48253
population_under_18: 11413
population_18_64: 28492
population_65_plus: 8348
median_household_income: 57225
poverty_rate: 16.57
homeownership_rate: 63.82
unemployment_rate: 4.6
median_home_value: 174900
gini_index: 0.4319
vacancy_rate: 11.47
race_white: 33524
race_black: 1162
race_asian: 347
race_native: 6089
hispanic: 3882
bachelors_plus: 11305
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Bryan County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 48253 |
| Under 18 | 11413 |
| 1864 | 28492 |
| 65+ | 8348 |
| Median household income | 57225 |
| Poverty rate | 16.57 |
| Homeownership rate | 63.82 |
| Unemployment rate | 4.6 |
| Median home value | 174900 |
| Gini index | 0.4319 |
| Vacancy rate | 11.47 |
| White | 33524 |
| Black | 1162 |
| Asian | 347 |
| Native | 6089 |
| Hispanic/Latino | 3882 |
| Bachelor's or higher | 11305 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Caddo County, OK"
classification: county
fips: "40015"
state: "OK"
demographics:
population: 26447
population_under_18: 6083
population_18_64: 16203
population_65_plus: 4161
median_household_income: 55353
poverty_rate: 18.3
homeownership_rate: 72.71
unemployment_rate: 5.83
median_home_value: 115700
gini_index: 0.4192
vacancy_rate: 21.59
race_white: 14650
race_black: 897
race_asian: 119
race_native: 4816
hispanic: 4487
bachelors_plus: 3614
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Caddo County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 26447 |
| Under 18 | 6083 |
| 1864 | 16203 |
| 65+ | 4161 |
| Median household income | 55353 |
| Poverty rate | 18.3 |
| Homeownership rate | 72.71 |
| Unemployment rate | 5.83 |
| Median home value | 115700 |
| Gini index | 0.4192 |
| Vacancy rate | 21.59 |
| White | 14650 |
| Black | 897 |
| Asian | 119 |
| Native | 4816 |
| Hispanic/Latino | 4487 |
| Bachelor's or higher | 3614 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Canadian County, OK"
classification: county
fips: "40017"
state: "OK"
demographics:
population: 168985
population_under_18: 43344
population_18_64: 102561
population_65_plus: 23080
median_household_income: 87751
poverty_rate: 8.04
homeownership_rate: 74.81
unemployment_rate: 4.45
median_home_value: 246200
gini_index: 0.3922
vacancy_rate: 6.02
race_white: 122750
race_black: 6586
race_asian: 5289
race_native: 5887
hispanic: 20269
bachelors_plus: 46822
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Canadian County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 168985 |
| Under 18 | 43344 |
| 1864 | 102561 |
| 65+ | 23080 |
| Median household income | 87751 |
| Poverty rate | 8.04 |
| Homeownership rate | 74.81 |
| Unemployment rate | 4.45 |
| Median home value | 246200 |
| Gini index | 0.3922 |
| Vacancy rate | 6.02 |
| White | 122750 |
| Black | 6586 |
| Asian | 5289 |
| Native | 5887 |
| Hispanic/Latino | 20269 |
| Bachelor's or higher | 46822 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Carter County, OK"
classification: county
fips: "40019"
state: "OK"
demographics:
population: 48555
population_under_18: 12121
population_18_64: 28134
population_65_plus: 8300
median_household_income: 60723
poverty_rate: 16.24
homeownership_rate: 66.84
unemployment_rate: 3.82
median_home_value: 168500
gini_index: 0.4727
vacancy_rate: 11.92
race_white: 32987
race_black: 3007
race_asian: 608
race_native: 3544
hispanic: 4166
bachelors_plus: 8639
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Carter County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 48555 |
| Under 18 | 12121 |
| 1864 | 28134 |
| 65+ | 8300 |
| Median household income | 60723 |
| Poverty rate | 16.24 |
| Homeownership rate | 66.84 |
| Unemployment rate | 3.82 |
| Median home value | 168500 |
| Gini index | 0.4727 |
| Vacancy rate | 11.92 |
| White | 32987 |
| Black | 3007 |
| Asian | 608 |
| Native | 3544 |
| Hispanic/Latino | 4166 |
| Bachelor's or higher | 8639 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Cherokee County, OK"
classification: county
fips: "40021"
state: "OK"
demographics:
population: 47942
population_under_18: 10159
population_18_64: 29256
population_65_plus: 8527
median_household_income: 53218
poverty_rate: 18.21
homeownership_rate: 65.73
unemployment_rate: 5.14
median_home_value: 168500
gini_index: 0.4553
vacancy_rate: 16.39
race_white: 22152
race_black: 607
race_asian: 489
race_native: 15640
hispanic: 3829
bachelors_plus: 12170
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Cherokee County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 47942 |
| Under 18 | 10159 |
| 1864 | 29256 |
| 65+ | 8527 |
| Median household income | 53218 |
| Poverty rate | 18.21 |
| Homeownership rate | 65.73 |
| Unemployment rate | 5.14 |
| Median home value | 168500 |
| Gini index | 0.4553 |
| Vacancy rate | 16.39 |
| White | 22152 |
| Black | 607 |
| Asian | 489 |
| Native | 15640 |
| Hispanic/Latino | 3829 |
| Bachelor's or higher | 12170 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Choctaw County, OK"
classification: county
fips: "40023"
state: "OK"
demographics:
population: 14297
population_under_18: 3502
population_18_64: 7803
population_65_plus: 2992
median_household_income: 44081
poverty_rate: 23.19
homeownership_rate: 65.76
unemployment_rate: 4.78
median_home_value: 126500
gini_index: 0.4849
vacancy_rate: 16.78
race_white: 8426
race_black: 1408
race_asian: 110
race_native: 2175
hispanic: 723
bachelors_plus: 1892
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Choctaw County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 14297 |
| Under 18 | 3502 |
| 1864 | 7803 |
| 65+ | 2992 |
| Median household income | 44081 |
| Poverty rate | 23.19 |
| Homeownership rate | 65.76 |
| Unemployment rate | 4.78 |
| Median home value | 126500 |
| Gini index | 0.4849 |
| Vacancy rate | 16.78 |
| White | 8426 |
| Black | 1408 |
| Asian | 110 |
| Native | 2175 |
| Hispanic/Latino | 723 |
| Bachelor's or higher | 1892 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Cimarron County, OK"
classification: county
fips: "40025"
state: "OK"
demographics:
population: 2218
population_under_18: 456
population_18_64: 1158
population_65_plus: 604
median_household_income: 62188
poverty_rate: 7.44
homeownership_rate: 78.36
unemployment_rate: 0.36
median_home_value: 98600
gini_index: 0.4617
vacancy_rate: 48.24
race_white: 1513
race_black: 1
race_asian: 0
race_native: 2
hispanic: 561
bachelors_plus: 560
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Cimarron County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 2218 |
| Under 18 | 456 |
| 1864 | 1158 |
| 65+ | 604 |
| Median household income | 62188 |
| Poverty rate | 7.44 |
| Homeownership rate | 78.36 |
| Unemployment rate | 0.36 |
| Median home value | 98600 |
| Gini index | 0.4617 |
| Vacancy rate | 48.24 |
| White | 1513 |
| Black | 1 |
| Asian | 0 |
| Native | 2 |
| Hispanic/Latino | 561 |
| Bachelor's or higher | 560 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Cleveland County, OK"
classification: county
fips: "40027"
state: "OK"
demographics:
population: 300047
population_under_18: 61275
population_18_64: 194035
population_65_plus: 44737
median_household_income: 77068
poverty_rate: 12.9
homeownership_rate: 63.91
unemployment_rate: 4.82
median_home_value: 235700
gini_index: 0.4388
vacancy_rate: 6.14
race_white: 209137
race_black: 14586
race_asian: 14138
race_native: 12092
hispanic: 33060
bachelors_plus: 98876
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Cleveland County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 300047 |
| Under 18 | 61275 |
| 1864 | 194035 |
| 65+ | 44737 |
| Median household income | 77068 |
| Poverty rate | 12.9 |
| Homeownership rate | 63.91 |
| Unemployment rate | 4.82 |
| Median home value | 235700 |
| Gini index | 0.4388 |
| Vacancy rate | 6.14 |
| White | 209137 |
| Black | 14586 |
| Asian | 14138 |
| Native | 12092 |
| Hispanic/Latino | 33060 |
| Bachelor's or higher | 98876 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Coal County, OK"
classification: county
fips: "40029"
state: "OK"
demographics:
population: 5320
population_under_18: 1284
population_18_64: 2934
population_65_plus: 1102
median_household_income: 50423
poverty_rate: 20.82
homeownership_rate: 69.38
unemployment_rate: 7.52
median_home_value: 115700
gini_index: 0.4663
vacancy_rate: 20.66
race_white: 3474
race_black: 19
race_asian: 27
race_native: 566
hispanic: 246
bachelors_plus: 883
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Coal County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 5320 |
| Under 18 | 1284 |
| 1864 | 2934 |
| 65+ | 1102 |
| Median household income | 50423 |
| Poverty rate | 20.82 |
| Homeownership rate | 69.38 |
| Unemployment rate | 7.52 |
| Median home value | 115700 |
| Gini index | 0.4663 |
| Vacancy rate | 20.66 |
| White | 3474 |
| Black | 19 |
| Asian | 27 |
| Native | 566 |
| Hispanic/Latino | 246 |
| Bachelor's or higher | 883 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Comanche County, OK"
classification: county
fips: "40031"
state: "OK"
demographics:
population: 121825
population_under_18: 29029
population_18_64: 75984
population_65_plus: 16812
median_household_income: 60761
poverty_rate: 18.09
homeownership_rate: 55.6
unemployment_rate: 7.07
median_home_value: 163800
gini_index: 0.4424
vacancy_rate: 14.75
race_white: 70201
race_black: 18006
race_asian: 3351
race_native: 5918
hispanic: 17883
bachelors_plus: 25638
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Comanche County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 121825 |
| Under 18 | 29029 |
| 1864 | 75984 |
| 65+ | 16812 |
| Median household income | 60761 |
| Poverty rate | 18.09 |
| Homeownership rate | 55.6 |
| Unemployment rate | 7.07 |
| Median home value | 163800 |
| Gini index | 0.4424 |
| Vacancy rate | 14.75 |
| White | 70201 |
| Black | 18006 |
| Asian | 3351 |
| Native | 5918 |
| Hispanic/Latino | 17883 |
| Bachelor's or higher | 25638 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Cotton County, OK"
classification: county
fips: "40033"
state: "OK"
demographics:
population: 5485
population_under_18: 1253
population_18_64: 3136
population_65_plus: 1096
median_household_income: 58425
poverty_rate: 20.47
homeownership_rate: 80.34
unemployment_rate: 3.48
median_home_value: 113900
gini_index: 0.5173
vacancy_rate: 24.36
race_white: 4272
race_black: 92
race_asian: 5
race_native: 334
hispanic: 424
bachelors_plus: 1185
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Cotton County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 5485 |
| Under 18 | 1253 |
| 1864 | 3136 |
| 65+ | 1096 |
| Median household income | 58425 |
| Poverty rate | 20.47 |
| Homeownership rate | 80.34 |
| Unemployment rate | 3.48 |
| Median home value | 113900 |
| Gini index | 0.5173 |
| Vacancy rate | 24.36 |
| White | 4272 |
| Black | 92 |
| Asian | 5 |
| Native | 334 |
| Hispanic/Latino | 424 |
| Bachelor's or higher | 1185 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Craig County, OK"
classification: county
fips: "40035"
state: "OK"
demographics:
population: 14302
population_under_18: 3253
population_18_64: 8328
population_65_plus: 2721
median_household_income: 51922
poverty_rate: 19.02
homeownership_rate: 73.72
unemployment_rate: 5.13
median_home_value: 150500
gini_index: 0.4376
vacancy_rate: 18.66
race_white: 8852
race_black: 479
race_asian: 232
race_native: 2815
hispanic: 566
bachelors_plus: 1938
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Craig County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 14302 |
| Under 18 | 3253 |
| 1864 | 8328 |
| 65+ | 2721 |
| Median household income | 51922 |
| Poverty rate | 19.02 |
| Homeownership rate | 73.72 |
| Unemployment rate | 5.13 |
| Median home value | 150500 |
| Gini index | 0.4376 |
| Vacancy rate | 18.66 |
| White | 8852 |
| Black | 479 |
| Asian | 232 |
| Native | 2815 |
| Hispanic/Latino | 566 |
| Bachelor's or higher | 1938 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Creek County, OK"
classification: county
fips: "40037"
state: "OK"
demographics:
population: 72830
population_under_18: 16959
population_18_64: 42382
population_65_plus: 13489
median_household_income: 62338
poverty_rate: 14.52
homeownership_rate: 74.4
unemployment_rate: 3.26
median_home_value: 182100
gini_index: 0.4477
vacancy_rate: 10.7
race_white: 54700
race_black: 1448
race_asian: 511
race_native: 8073
hispanic: 3959
bachelors_plus: 12228
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Creek County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 72830 |
| Under 18 | 16959 |
| 1864 | 42382 |
| 65+ | 13489 |
| Median household income | 62338 |
| Poverty rate | 14.52 |
| Homeownership rate | 74.4 |
| Unemployment rate | 3.26 |
| Median home value | 182100 |
| Gini index | 0.4477 |
| Vacancy rate | 10.7 |
| White | 54700 |
| Black | 1448 |
| Asian | 511 |
| Native | 8073 |
| Hispanic/Latino | 3959 |
| Bachelor's or higher | 12228 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Custer County, OK"
classification: county
fips: "40039"
state: "OK"
demographics:
population: 28259
population_under_18: 7050
population_18_64: 17095
population_65_plus: 4114
median_household_income: 59738
poverty_rate: 16.43
homeownership_rate: 60.21
unemployment_rate: 4.21
median_home_value: 181500
gini_index: 0.4775
vacancy_rate: 14.86
race_white: 19436
race_black: 806
race_asian: 268
race_native: 1492
hispanic: 5623
bachelors_plus: 7270
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Custer County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 28259 |
| Under 18 | 7050 |
| 1864 | 17095 |
| 65+ | 4114 |
| Median household income | 59738 |
| Poverty rate | 16.43 |
| Homeownership rate | 60.21 |
| Unemployment rate | 4.21 |
| Median home value | 181500 |
| Gini index | 0.4775 |
| Vacancy rate | 14.86 |
| White | 19436 |
| Black | 806 |
| Asian | 268 |
| Native | 1492 |
| Hispanic/Latino | 5623 |
| Bachelor's or higher | 7270 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Delaware County, OK"
classification: county
fips: "40041"
state: "OK"
demographics:
population: 41279
population_under_18: 8170
population_18_64: 22508
population_65_plus: 10601
median_household_income: 56676
poverty_rate: 18.96
homeownership_rate: 77.06
unemployment_rate: 5.16
median_home_value: 175300
gini_index: 0.475
vacancy_rate: 29.66
race_white: 26130
race_black: 153
race_asian: 635
race_native: 8397
hispanic: 1862
bachelors_plus: 8038
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Delaware County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 41279 |
| Under 18 | 8170 |
| 1864 | 22508 |
| 65+ | 10601 |
| Median household income | 56676 |
| Poverty rate | 18.96 |
| Homeownership rate | 77.06 |
| Unemployment rate | 5.16 |
| Median home value | 175300 |
| Gini index | 0.475 |
| Vacancy rate | 29.66 |
| White | 26130 |
| Black | 153 |
| Asian | 635 |
| Native | 8397 |
| Hispanic/Latino | 1862 |
| Bachelor's or higher | 8038 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Dewey County, OK"
classification: county
fips: "40043"
state: "OK"
demographics:
population: 4360
population_under_18: 1192
population_18_64: 2315
population_65_plus: 853
median_household_income: 62569
poverty_rate: 14.11
homeownership_rate: 76.39
unemployment_rate: 3.47
median_home_value: 133600
gini_index: 0.4261
vacancy_rate: 25.32
race_white: 3609
race_black: 3
race_asian: 4
race_native: 161
hispanic: 261
bachelors_plus: 854
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Dewey County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 4360 |
| Under 18 | 1192 |
| 1864 | 2315 |
| 65+ | 853 |
| Median household income | 62569 |
| Poverty rate | 14.11 |
| Homeownership rate | 76.39 |
| Unemployment rate | 3.47 |
| Median home value | 133600 |
| Gini index | 0.4261 |
| Vacancy rate | 25.32 |
| White | 3609 |
| Black | 3 |
| Asian | 4 |
| Native | 161 |
| Hispanic/Latino | 261 |
| Bachelor's or higher | 854 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Ellis County, OK"
classification: county
fips: "40045"
state: "OK"
demographics:
population: 3683
population_under_18: 814
population_18_64: 2013
population_65_plus: 856
median_household_income: 61016
poverty_rate: 12.99
homeownership_rate: 82.07
unemployment_rate: 5.3
median_home_value: 119100
gini_index: 0.3996
vacancy_rate: 30.51
race_white: 3191
race_black: 14
race_asian: 31
race_native: 49
hispanic: 350
bachelors_plus: 659
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Ellis County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 3683 |
| Under 18 | 814 |
| 1864 | 2013 |
| 65+ | 856 |
| Median household income | 61016 |
| Poverty rate | 12.99 |
| Homeownership rate | 82.07 |
| Unemployment rate | 5.3 |
| Median home value | 119100 |
| Gini index | 0.3996 |
| Vacancy rate | 30.51 |
| White | 3191 |
| Black | 14 |
| Asian | 31 |
| Native | 49 |
| Hispanic/Latino | 350 |
| Bachelor's or higher | 659 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Garfield County, OK"
classification: county
fips: "40047"
state: "OK"
demographics:
population: 62146
population_under_18: 16105
population_18_64: 35635
population_65_plus: 10406
median_household_income: 66182
poverty_rate: 12.55
homeownership_rate: 65.97
unemployment_rate: 4.87
median_home_value: 160100
gini_index: 0.4312
vacancy_rate: 14.07
race_white: 45476
race_black: 1486
race_asian: 798
race_native: 1213
hispanic: 9451
bachelors_plus: 12219
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Garfield County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 62146 |
| Under 18 | 16105 |
| 1864 | 35635 |
| 65+ | 10406 |
| Median household income | 66182 |
| Poverty rate | 12.55 |
| Homeownership rate | 65.97 |
| Unemployment rate | 4.87 |
| Median home value | 160100 |
| Gini index | 0.4312 |
| Vacancy rate | 14.07 |
| White | 45476 |
| Black | 1486 |
| Asian | 798 |
| Native | 1213 |
| Hispanic/Latino | 9451 |
| Bachelor's or higher | 12219 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Garvin County, OK"
classification: county
fips: "40049"
state: "OK"
demographics:
population: 25860
population_under_18: 6487
population_18_64: 14703
population_65_plus: 4670
median_household_income: 58556
poverty_rate: 16.97
homeownership_rate: 67.71
unemployment_rate: 3.37
median_home_value: 147800
gini_index: 0.4409
vacancy_rate: 16.31
race_white: 20020
race_black: 352
race_asian: 165
race_native: 1153
hispanic: 2695
bachelors_plus: 4347
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Garvin County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 25860 |
| Under 18 | 6487 |
| 1864 | 14703 |
| 65+ | 4670 |
| Median household income | 58556 |
| Poverty rate | 16.97 |
| Homeownership rate | 67.71 |
| Unemployment rate | 3.37 |
| Median home value | 147800 |
| Gini index | 0.4409 |
| Vacancy rate | 16.31 |
| White | 20020 |
| Black | 352 |
| Asian | 165 |
| Native | 1153 |
| Hispanic/Latino | 2695 |
| Bachelor's or higher | 4347 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Grady County, OK"
classification: county
fips: "40051"
state: "OK"
demographics:
population: 56606
population_under_18: 13144
population_18_64: 33857
population_65_plus: 9605
median_household_income: 75419
poverty_rate: 12.18
homeownership_rate: 75.0
unemployment_rate: 5.47
median_home_value: 205800
gini_index: 0.4196
vacancy_rate: 12.07
race_white: 45420
race_black: 1065
race_asian: 277
race_native: 2096
hispanic: 4037
bachelors_plus: 11448
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Grady County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 56606 |
| Under 18 | 13144 |
| 1864 | 33857 |
| 65+ | 9605 |
| Median household income | 75419 |
| Poverty rate | 12.18 |
| Homeownership rate | 75.0 |
| Unemployment rate | 5.47 |
| Median home value | 205800 |
| Gini index | 0.4196 |
| Vacancy rate | 12.07 |
| White | 45420 |
| Black | 1065 |
| Asian | 277 |
| Native | 2096 |
| Hispanic/Latino | 4037 |
| Bachelor's or higher | 11448 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Grant County, OK"
classification: county
fips: "40053"
state: "OK"
demographics:
population: 4131
population_under_18: 979
population_18_64: 2213
population_65_plus: 939
median_household_income: 60758
poverty_rate: 17.5
homeownership_rate: 76.3
unemployment_rate: 4.3
median_home_value: 105700
gini_index: 0.4555
vacancy_rate: 25.47
race_white: 3569
race_black: 84
race_asian: 6
race_native: 95
hispanic: 194
bachelors_plus: 870
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Grant County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 4131 |
| Under 18 | 979 |
| 1864 | 2213 |
| 65+ | 939 |
| Median household income | 60758 |
| Poverty rate | 17.5 |
| Homeownership rate | 76.3 |
| Unemployment rate | 4.3 |
| Median home value | 105700 |
| Gini index | 0.4555 |
| Vacancy rate | 25.47 |
| White | 3569 |
| Black | 84 |
| Asian | 6 |
| Native | 95 |
| Hispanic/Latino | 194 |
| Bachelor's or higher | 870 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Greer County, OK"
classification: county
fips: "40055"
state: "OK"
demographics:
population: 5489
population_under_18: 1094
population_18_64: 3458
population_65_plus: 937
median_household_income: 59406
poverty_rate: 16.92
homeownership_rate: 77.98
unemployment_rate: 7.26
median_home_value: 109100
gini_index: 0.4554
vacancy_rate: 25.45
race_white: 4446
race_black: 328
race_asian: 10
race_native: 111
hispanic: 712
bachelors_plus: 681
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Greer County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 5489 |
| Under 18 | 1094 |
| 1864 | 3458 |
| 65+ | 937 |
| Median household income | 59406 |
| Poverty rate | 16.92 |
| Homeownership rate | 77.98 |
| Unemployment rate | 7.26 |
| Median home value | 109100 |
| Gini index | 0.4554 |
| Vacancy rate | 25.45 |
| White | 4446 |
| Black | 328 |
| Asian | 10 |
| Native | 111 |
| Hispanic/Latino | 712 |
| Bachelor's or higher | 681 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Harmon County, OK"
classification: county
fips: "40057"
state: "OK"
demographics:
population: 2406
population_under_18: 587
population_18_64: 1303
population_65_plus: 516
median_household_income: 43333
poverty_rate: 22.72
homeownership_rate: 69.71
unemployment_rate: 7.21
median_home_value: 79700
gini_index: 0.5205
vacancy_rate: 28.8
race_white: 1615
race_black: 217
race_asian: 25
race_native: 45
hispanic: 773
bachelors_plus: 325
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Harmon County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 2406 |
| Under 18 | 587 |
| 1864 | 1303 |
| 65+ | 516 |
| Median household income | 43333 |
| Poverty rate | 22.72 |
| Homeownership rate | 69.71 |
| Unemployment rate | 7.21 |
| Median home value | 79700 |
| Gini index | 0.5205 |
| Vacancy rate | 28.8 |
| White | 1615 |
| Black | 217 |
| Asian | 25 |
| Native | 45 |
| Hispanic/Latino | 773 |
| Bachelor's or higher | 325 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Harper County, OK"
classification: county
fips: "40059"
state: "OK"
demographics:
population: 3203
population_under_18: 763
population_18_64: 1799
population_65_plus: 641
median_household_income: 64053
poverty_rate: 13.12
homeownership_rate: 83.57
unemployment_rate: 2.61
median_home_value: 99200
gini_index: 0.4066
vacancy_rate: 22.23
race_white: 2345
race_black: 2
race_asian: 2
race_native: 45
hispanic: 784
bachelors_plus: 780
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Harper County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 3203 |
| Under 18 | 763 |
| 1864 | 1799 |
| 65+ | 641 |
| Median household income | 64053 |
| Poverty rate | 13.12 |
| Homeownership rate | 83.57 |
| Unemployment rate | 2.61 |
| Median home value | 99200 |
| Gini index | 0.4066 |
| Vacancy rate | 22.23 |
| White | 2345 |
| Black | 2 |
| Asian | 2 |
| Native | 45 |
| Hispanic/Latino | 784 |
| Bachelor's or higher | 780 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Haskell County, OK"
classification: county
fips: "40061"
state: "OK"
demographics:
population: 11683
population_under_18: 2750
population_18_64: 6582
population_65_plus: 2351
median_household_income: 49806
poverty_rate: 20.78
homeownership_rate: 78.34
unemployment_rate: 6.57
median_home_value: 138800
gini_index: 0.4598
vacancy_rate: 19.64
race_white: 7996
race_black: 32
race_asian: 135
race_native: 1869
hispanic: 621
bachelors_plus: 1623
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Haskell County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 11683 |
| Under 18 | 2750 |
| 1864 | 6582 |
| 65+ | 2351 |
| Median household income | 49806 |
| Poverty rate | 20.78 |
| Homeownership rate | 78.34 |
| Unemployment rate | 6.57 |
| Median home value | 138800 |
| Gini index | 0.4598 |
| Vacancy rate | 19.64 |
| White | 7996 |
| Black | 32 |
| Asian | 135 |
| Native | 1869 |
| Hispanic/Latino | 621 |
| Bachelor's or higher | 1623 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Hughes County, OK"
classification: county
fips: "40063"
state: "OK"
demographics:
population: 13389
population_under_18: 2872
population_18_64: 7983
population_65_plus: 2534
median_household_income: 51581
poverty_rate: 20.21
homeownership_rate: 74.1
unemployment_rate: 4.94
median_home_value: 102000
gini_index: 0.4265
vacancy_rate: 30.23
race_white: 8404
race_black: 706
race_asian: 60
race_native: 2654
hispanic: 838
bachelors_plus: 2145
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Hughes County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 13389 |
| Under 18 | 2872 |
| 1864 | 7983 |
| 65+ | 2534 |
| Median household income | 51581 |
| Poverty rate | 20.21 |
| Homeownership rate | 74.1 |
| Unemployment rate | 4.94 |
| Median home value | 102000 |
| Gini index | 0.4265 |
| Vacancy rate | 30.23 |
| White | 8404 |
| Black | 706 |
| Asian | 60 |
| Native | 2654 |
| Hispanic/Latino | 838 |
| Bachelor's or higher | 2145 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Jackson County, OK"
classification: county
fips: "40065"
state: "OK"
demographics:
population: 24678
population_under_18: 6150
population_18_64: 14674
population_65_plus: 3854
median_household_income: 62799
poverty_rate: 16.16
homeownership_rate: 59.21
unemployment_rate: 5.59
median_home_value: 158400
gini_index: 0.4334
vacancy_rate: 19.03
race_white: 17698
race_black: 1587
race_asian: 416
race_native: 388
hispanic: 6162
bachelors_plus: 5458
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Jackson County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 24678 |
| Under 18 | 6150 |
| 1864 | 14674 |
| 65+ | 3854 |
| Median household income | 62799 |
| Poverty rate | 16.16 |
| Homeownership rate | 59.21 |
| Unemployment rate | 5.59 |
| Median home value | 158400 |
| Gini index | 0.4334 |
| Vacancy rate | 19.03 |
| White | 17698 |
| Black | 1587 |
| Asian | 416 |
| Native | 388 |
| Hispanic/Latino | 6162 |
| Bachelor's or higher | 5458 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Jefferson County, OK"
classification: county
fips: "40067"
state: "OK"
demographics:
population: 5380
population_under_18: 1347
population_18_64: 2907
population_65_plus: 1126
median_household_income: 48668
poverty_rate: 23.13
homeownership_rate: 70.87
unemployment_rate: 5.24
median_home_value: 82500
gini_index: 0.459
vacancy_rate: 20.89
race_white: 4276
race_black: 65
race_asian: 3
race_native: 219
hispanic: 589
bachelors_plus: 703
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Jefferson County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 5380 |
| Under 18 | 1347 |
| 1864 | 2907 |
| 65+ | 1126 |
| Median household income | 48668 |
| Poverty rate | 23.13 |
| Homeownership rate | 70.87 |
| Unemployment rate | 5.24 |
| Median home value | 82500 |
| Gini index | 0.459 |
| Vacancy rate | 20.89 |
| White | 4276 |
| Black | 65 |
| Asian | 3 |
| Native | 219 |
| Hispanic/Latino | 589 |
| Bachelor's or higher | 703 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Johnston County, OK"
classification: county
fips: "40069"
state: "OK"
demographics:
population: 10278
population_under_18: 2404
population_18_64: 5953
population_65_plus: 1921
median_household_income: 52688
poverty_rate: 22.9
homeownership_rate: 72.22
unemployment_rate: 4.47
median_home_value: 116500
gini_index: 0.4415
vacancy_rate: 17.35
race_white: 7012
race_black: 236
race_asian: 6
race_native: 1377
hispanic: 630
bachelors_plus: 1760
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Johnston County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 10278 |
| Under 18 | 2404 |
| 1864 | 5953 |
| 65+ | 1921 |
| Median household income | 52688 |
| Poverty rate | 22.9 |
| Homeownership rate | 72.22 |
| Unemployment rate | 4.47 |
| Median home value | 116500 |
| Gini index | 0.4415 |
| Vacancy rate | 17.35 |
| White | 7012 |
| Black | 236 |
| Asian | 6 |
| Native | 1377 |
| Hispanic/Latino | 630 |
| Bachelor's or higher | 1760 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Kay County, OK"
classification: county
fips: "40071"
state: "OK"
demographics:
population: 43625
population_under_18: 10822
population_18_64: 24355
population_65_plus: 8448
median_household_income: 58423
poverty_rate: 16.0
homeownership_rate: 69.2
unemployment_rate: 5.8
median_home_value: 124700
gini_index: 0.4443
vacancy_rate: 19.78
race_white: 32338
race_black: 864
race_asian: 231
race_native: 3240
hispanic: 3932
bachelors_plus: 7369
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Kay County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 43625 |
| Under 18 | 10822 |
| 1864 | 24355 |
| 65+ | 8448 |
| Median household income | 58423 |
| Poverty rate | 16.0 |
| Homeownership rate | 69.2 |
| Unemployment rate | 5.8 |
| Median home value | 124700 |
| Gini index | 0.4443 |
| Vacancy rate | 19.78 |
| White | 32338 |
| Black | 864 |
| Asian | 231 |
| Native | 3240 |
| Hispanic/Latino | 3932 |
| Bachelor's or higher | 7369 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Kingfisher County, OK"
classification: county
fips: "40073"
state: "OK"
demographics:
population: 15430
population_under_18: 4120
population_18_64: 8661
population_65_plus: 2649
median_household_income: 71975
poverty_rate: 12.84
homeownership_rate: 74.51
unemployment_rate: 2.11
median_home_value: 215800
gini_index: 0.4448
vacancy_rate: 12.01
race_white: 11705
race_black: 73
race_asian: 86
race_native: 576
hispanic: 2863
bachelors_plus: 3133
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Kingfisher County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 15430 |
| Under 18 | 4120 |
| 1864 | 8661 |
| 65+ | 2649 |
| Median household income | 71975 |
| Poverty rate | 12.84 |
| Homeownership rate | 74.51 |
| Unemployment rate | 2.11 |
| Median home value | 215800 |
| Gini index | 0.4448 |
| Vacancy rate | 12.01 |
| White | 11705 |
| Black | 73 |
| Asian | 86 |
| Native | 576 |
| Hispanic/Latino | 2863 |
| Bachelor's or higher | 3133 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Kiowa County, OK"
classification: county
fips: "40075"
state: "OK"
demographics:
population: 8383
population_under_18: 2021
population_18_64: 4658
population_65_plus: 1704
median_household_income: 44962
poverty_rate: 22.94
homeownership_rate: 69.69
unemployment_rate: 5.18
median_home_value: 96100
gini_index: 0.4548
vacancy_rate: 26.3
race_white: 6631
race_black: 302
race_asian: 45
race_native: 344
hispanic: 1019
bachelors_plus: 1251
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Kiowa County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 8383 |
| Under 18 | 2021 |
| 1864 | 4658 |
| 65+ | 1704 |
| Median household income | 44962 |
| Poverty rate | 22.94 |
| Homeownership rate | 69.69 |
| Unemployment rate | 5.18 |
| Median home value | 96100 |
| Gini index | 0.4548 |
| Vacancy rate | 26.3 |
| White | 6631 |
| Black | 302 |
| Asian | 45 |
| Native | 344 |
| Hispanic/Latino | 1019 |
| Bachelor's or higher | 1251 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Latimer County, OK"
classification: county
fips: "40077"
state: "OK"
demographics:
population: 9518
population_under_18: 2088
population_18_64: 5325
population_65_plus: 2105
median_household_income: 41405
poverty_rate: 20.7
homeownership_rate: 72.37
unemployment_rate: 5.69
median_home_value: 107900
gini_index: 0.4466
vacancy_rate: 17.09
race_white: 5907
race_black: 128
race_asian: 26
race_native: 2441
hispanic: 391
bachelors_plus: 933
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Latimer County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 9518 |
| Under 18 | 2088 |
| 1864 | 5325 |
| 65+ | 2105 |
| Median household income | 41405 |
| Poverty rate | 20.7 |
| Homeownership rate | 72.37 |
| Unemployment rate | 5.69 |
| Median home value | 107900 |
| Gini index | 0.4466 |
| Vacancy rate | 17.09 |
| White | 5907 |
| Black | 128 |
| Asian | 26 |
| Native | 2441 |
| Hispanic/Latino | 391 |
| Bachelor's or higher | 933 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Le Flore County, OK"
classification: county
fips: "40079"
state: "OK"
demographics:
population: 49053
population_under_18: 11953
population_18_64: 28302
population_65_plus: 8798
median_household_income: 51565
poverty_rate: 19.37
homeownership_rate: 72.75
unemployment_rate: 5.21
median_home_value: 135700
gini_index: 0.4468
vacancy_rate: 15.3
race_white: 34492
race_black: 866
race_asian: 367
race_native: 5613
hispanic: 3903
bachelors_plus: 6685
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Le Flore County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 49053 |
| Under 18 | 11953 |
| 1864 | 28302 |
| 65+ | 8798 |
| Median household income | 51565 |
| Poverty rate | 19.37 |
| Homeownership rate | 72.75 |
| Unemployment rate | 5.21 |
| Median home value | 135700 |
| Gini index | 0.4468 |
| Vacancy rate | 15.3 |
| White | 34492 |
| Black | 866 |
| Asian | 367 |
| Native | 5613 |
| Hispanic/Latino | 3903 |
| Bachelor's or higher | 6685 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Lincoln County, OK"
classification: county
fips: "40081"
state: "OK"
demographics:
population: 34219
population_under_18: 8028
population_18_64: 19558
population_65_plus: 6633
median_household_income: 62216
poverty_rate: 17.27
homeownership_rate: 80.3
unemployment_rate: 3.86
median_home_value: 166500
gini_index: 0.4491
vacancy_rate: 9.75
race_white: 27938
race_black: 569
race_asian: 192
race_native: 1896
hispanic: 1364
bachelors_plus: 5067
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Lincoln County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 34219 |
| Under 18 | 8028 |
| 1864 | 19558 |
| 65+ | 6633 |
| Median household income | 62216 |
| Poverty rate | 17.27 |
| Homeownership rate | 80.3 |
| Unemployment rate | 3.86 |
| Median home value | 166500 |
| Gini index | 0.4491 |
| Vacancy rate | 9.75 |
| White | 27938 |
| Black | 569 |
| Asian | 192 |
| Native | 1896 |
| Hispanic/Latino | 1364 |
| Bachelor's or higher | 5067 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Logan County, OK"
classification: county
fips: "40083"
state: "OK"
demographics:
population: 51938
population_under_18: 11421
population_18_64: 31430
population_65_plus: 9087
median_household_income: 83899
poverty_rate: 11.64
homeownership_rate: 85.16
unemployment_rate: 3.6
median_home_value: 246700
gini_index: 0.4593
vacancy_rate: 8.44
race_white: 39498
race_black: 2986
race_asian: 340
race_native: 1518
hispanic: 4664
bachelors_plus: 14390
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Logan County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 51938 |
| Under 18 | 11421 |
| 1864 | 31430 |
| 65+ | 9087 |
| Median household income | 83899 |
| Poverty rate | 11.64 |
| Homeownership rate | 85.16 |
| Unemployment rate | 3.6 |
| Median home value | 246700 |
| Gini index | 0.4593 |
| Vacancy rate | 8.44 |
| White | 39498 |
| Black | 2986 |
| Asian | 340 |
| Native | 1518 |
| Hispanic/Latino | 4664 |
| Bachelor's or higher | 14390 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Love County, OK"
classification: county
fips: "40085"
state: "OK"
demographics:
population: 10261
population_under_18: 2474
population_18_64: 5929
population_65_plus: 1858
median_household_income: 66580
poverty_rate: 14.98
homeownership_rate: 72.99
unemployment_rate: 5.24
median_home_value: 171000
gini_index: 0.4393
vacancy_rate: 17.6
race_white: 7233
race_black: 213
race_asian: 79
race_native: 438
hispanic: 1867
bachelors_plus: 1417
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Love County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 10261 |
| Under 18 | 2474 |
| 1864 | 5929 |
| 65+ | 1858 |
| Median household income | 66580 |
| Poverty rate | 14.98 |
| Homeownership rate | 72.99 |
| Unemployment rate | 5.24 |
| Median home value | 171000 |
| Gini index | 0.4393 |
| Vacancy rate | 17.6 |
| White | 7233 |
| Black | 213 |
| Asian | 79 |
| Native | 438 |
| Hispanic/Latino | 1867 |
| Bachelor's or higher | 1417 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Major County, OK"
classification: county
fips: "40093"
state: "OK"
demographics:
population: 7628
population_under_18: 1933
population_18_64: 4072
population_65_plus: 1623
median_household_income: 71266
poverty_rate: 11.04
homeownership_rate: 82.46
unemployment_rate: 2.64
median_home_value: 149600
gini_index: 0.4144
vacancy_rate: 14.37
race_white: 6399
race_black: 1
race_asian: 40
race_native: 67
hispanic: 837
bachelors_plus: 1416
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Major County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 7628 |
| Under 18 | 1933 |
| 1864 | 4072 |
| 65+ | 1623 |
| Median household income | 71266 |
| Poverty rate | 11.04 |
| Homeownership rate | 82.46 |
| Unemployment rate | 2.64 |
| Median home value | 149600 |
| Gini index | 0.4144 |
| Vacancy rate | 14.37 |
| White | 6399 |
| Black | 1 |
| Asian | 40 |
| Native | 67 |
| Hispanic/Latino | 837 |
| Bachelor's or higher | 1416 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Marshall County, OK"
classification: county
fips: "40095"
state: "OK"
demographics:
population: 15792
population_under_18: 3674
population_18_64: 8562
population_65_plus: 3556
median_household_income: 57245
poverty_rate: 16.08
homeownership_rate: 77.57
unemployment_rate: 4.71
median_home_value: 164500
gini_index: 0.4481
vacancy_rate: 32.27
race_white: 10429
race_black: 67
race_asian: 69
race_native: 1127
hispanic: 2866
bachelors_plus: 2482
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Marshall County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 15792 |
| Under 18 | 3674 |
| 1864 | 8562 |
| 65+ | 3556 |
| Median household income | 57245 |
| Poverty rate | 16.08 |
| Homeownership rate | 77.57 |
| Unemployment rate | 4.71 |
| Median home value | 164500 |
| Gini index | 0.4481 |
| Vacancy rate | 32.27 |
| White | 10429 |
| Black | 67 |
| Asian | 69 |
| Native | 1127 |
| Hispanic/Latino | 2866 |
| Bachelor's or higher | 2482 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Mayes County, OK"
classification: county
fips: "40097"
state: "OK"
demographics:
population: 39604
population_under_18: 9171
population_18_64: 22909
population_65_plus: 7524
median_household_income: 60305
poverty_rate: 16.17
homeownership_rate: 74.4
unemployment_rate: 6.27
median_home_value: 188200
gini_index: 0.4317
vacancy_rate: 16.73
race_white: 24901
race_black: 182
race_asian: 196
race_native: 8084
hispanic: 1536
bachelors_plus: 6138
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Mayes County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 39604 |
| Under 18 | 9171 |
| 1864 | 22909 |
| 65+ | 7524 |
| Median household income | 60305 |
| Poverty rate | 16.17 |
| Homeownership rate | 74.4 |
| Unemployment rate | 6.27 |
| Median home value | 188200 |
| Gini index | 0.4317 |
| Vacancy rate | 16.73 |
| White | 24901 |
| Black | 182 |
| Asian | 196 |
| Native | 8084 |
| Hispanic/Latino | 1536 |
| Bachelor's or higher | 6138 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "McClain County, OK"
classification: county
fips: "40087"
state: "OK"
demographics:
population: 45273
population_under_18: 11357
population_18_64: 26862
population_65_plus: 7054
median_household_income: 84552
poverty_rate: 8.52
homeownership_rate: 79.29
unemployment_rate: 4.7
median_home_value: 255900
gini_index: 0.4299
vacancy_rate: 6.86
race_white: 35192
race_black: 550
race_asian: 269
race_native: 2597
hispanic: 4414
bachelors_plus: 11274
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# McClain County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 45273 |
| Under 18 | 11357 |
| 1864 | 26862 |
| 65+ | 7054 |
| Median household income | 84552 |
| Poverty rate | 8.52 |
| Homeownership rate | 79.29 |
| Unemployment rate | 4.7 |
| Median home value | 255900 |
| Gini index | 0.4299 |
| Vacancy rate | 6.86 |
| White | 35192 |
| Black | 550 |
| Asian | 269 |
| Native | 2597 |
| Hispanic/Latino | 4414 |
| Bachelor's or higher | 11274 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "McCurtain County, OK"
classification: county
fips: "40089"
state: "OK"
demographics:
population: 30863
population_under_18: 8141
population_18_64: 17213
population_65_plus: 5509
median_household_income: 51929
poverty_rate: 21.2
homeownership_rate: 73.06
unemployment_rate: 4.75
median_home_value: 144500
gini_index: 0.4625
vacancy_rate: 20.48
race_white: 18542
race_black: 2409
race_asian: 321
race_native: 4444
hispanic: 2148
bachelors_plus: 4165
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# McCurtain County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 30863 |
| Under 18 | 8141 |
| 1864 | 17213 |
| 65+ | 5509 |
| Median household income | 51929 |
| Poverty rate | 21.2 |
| Homeownership rate | 73.06 |
| Unemployment rate | 4.75 |
| Median home value | 144500 |
| Gini index | 0.4625 |
| Vacancy rate | 20.48 |
| White | 18542 |
| Black | 2409 |
| Asian | 321 |
| Native | 4444 |
| Hispanic/Latino | 2148 |
| Bachelor's or higher | 4165 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "McIntosh County, OK"
classification: county
fips: "40091"
state: "OK"
demographics:
population: 19400
population_under_18: 3869
population_18_64: 10581
population_65_plus: 4950
median_household_income: 46281
poverty_rate: 21.06
homeownership_rate: 76.57
unemployment_rate: 5.29
median_home_value: 146200
gini_index: 0.4809
vacancy_rate: 34.56
race_white: 13087
race_black: 504
race_asian: 186
race_native: 3094
hispanic: 637
bachelors_plus: 3053
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# McIntosh County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 19400 |
| Under 18 | 3869 |
| 1864 | 10581 |
| 65+ | 4950 |
| Median household income | 46281 |
| Poverty rate | 21.06 |
| Homeownership rate | 76.57 |
| Unemployment rate | 5.29 |
| Median home value | 146200 |
| Gini index | 0.4809 |
| Vacancy rate | 34.56 |
| White | 13087 |
| Black | 504 |
| Asian | 186 |
| Native | 3094 |
| Hispanic/Latino | 637 |
| Bachelor's or higher | 3053 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Murray County, OK"
classification: county
fips: "40099"
state: "OK"
demographics:
population: 13753
population_under_18: 3123
population_18_64: 7790
population_65_plus: 2840
median_household_income: 66322
poverty_rate: 12.65
homeownership_rate: 72.09
unemployment_rate: 2.48
median_home_value: 159800
gini_index: 0.4878
vacancy_rate: 24.39
race_white: 9682
race_black: 152
race_asian: 0
race_native: 1906
hispanic: 994
bachelors_plus: 2394
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Murray County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 13753 |
| Under 18 | 3123 |
| 1864 | 7790 |
| 65+ | 2840 |
| Median household income | 66322 |
| Poverty rate | 12.65 |
| Homeownership rate | 72.09 |
| Unemployment rate | 2.48 |
| Median home value | 159800 |
| Gini index | 0.4878 |
| Vacancy rate | 24.39 |
| White | 9682 |
| Black | 152 |
| Asian | 0 |
| Native | 1906 |
| Hispanic/Latino | 994 |
| Bachelor's or higher | 2394 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Muskogee County, OK"
classification: county
fips: "40101"
state: "OK"
demographics:
population: 66444
population_under_18: 16195
population_18_64: 38803
population_65_plus: 11446
median_household_income: 53619
poverty_rate: 19.12
homeownership_rate: 66.52
unemployment_rate: 5.66
median_home_value: 153200
gini_index: 0.4417
vacancy_rate: 12.3
race_white: 36937
race_black: 6422
race_asian: 508
race_native: 11544
hispanic: 4961
bachelors_plus: 10963
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Muskogee County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 66444 |
| Under 18 | 16195 |
| 1864 | 38803 |
| 65+ | 11446 |
| Median household income | 53619 |
| Poverty rate | 19.12 |
| Homeownership rate | 66.52 |
| Unemployment rate | 5.66 |
| Median home value | 153200 |
| Gini index | 0.4417 |
| Vacancy rate | 12.3 |
| White | 36937 |
| Black | 6422 |
| Asian | 508 |
| Native | 11544 |
| Hispanic/Latino | 4961 |
| Bachelor's or higher | 10963 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Noble County, OK"
classification: county
fips: "40103"
state: "OK"
demographics:
population: 10897
population_under_18: 2466
population_18_64: 6071
population_65_plus: 2360
median_household_income: 66365
poverty_rate: 12.86
homeownership_rate: 77.72
unemployment_rate: 2.63
median_home_value: 146400
gini_index: 0.4217
vacancy_rate: 18.33
race_white: 8631
race_black: 30
race_asian: 30
race_native: 697
hispanic: 511
bachelors_plus: 1769
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Noble County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 10897 |
| Under 18 | 2466 |
| 1864 | 6071 |
| 65+ | 2360 |
| Median household income | 66365 |
| Poverty rate | 12.86 |
| Homeownership rate | 77.72 |
| Unemployment rate | 2.63 |
| Median home value | 146400 |
| Gini index | 0.4217 |
| Vacancy rate | 18.33 |
| White | 8631 |
| Black | 30 |
| Asian | 30 |
| Native | 697 |
| Hispanic/Latino | 511 |
| Bachelor's or higher | 1769 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Nowata County, OK"
classification: county
fips: "40105"
state: "OK"
demographics:
population: 9435
population_under_18: 2171
population_18_64: 5383
population_65_plus: 1881
median_household_income: 54333
poverty_rate: 17.22
homeownership_rate: 73.55
unemployment_rate: 4.52
median_home_value: 137800
gini_index: 0.4657
vacancy_rate: 15.5
race_white: 6174
race_black: 165
race_asian: 66
race_native: 1475
hispanic: 300
bachelors_plus: 1403
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Nowata County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 9435 |
| Under 18 | 2171 |
| 1864 | 5383 |
| 65+ | 1881 |
| Median household income | 54333 |
| Poverty rate | 17.22 |
| Homeownership rate | 73.55 |
| Unemployment rate | 4.52 |
| Median home value | 137800 |
| Gini index | 0.4657 |
| Vacancy rate | 15.5 |
| White | 6174 |
| Black | 165 |
| Asian | 66 |
| Native | 1475 |
| Hispanic/Latino | 300 |
| Bachelor's or higher | 1403 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Okfuskee County, OK"
classification: county
fips: "40107"
state: "OK"
demographics:
population: 11278
population_under_18: 2541
population_18_64: 6683
population_65_plus: 2054
median_household_income: 48363
poverty_rate: 25.83
homeownership_rate: 68.82
unemployment_rate: 3.54
median_home_value: 115900
gini_index: 0.4547
vacancy_rate: 16.44
race_white: 6943
race_black: 737
race_asian: 113
race_native: 2063
hispanic: 442
bachelors_plus: 1459
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Okfuskee County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 11278 |
| Under 18 | 2541 |
| 1864 | 6683 |
| 65+ | 2054 |
| Median household income | 48363 |
| Poverty rate | 25.83 |
| Homeownership rate | 68.82 |
| Unemployment rate | 3.54 |
| Median home value | 115900 |
| Gini index | 0.4547 |
| Vacancy rate | 16.44 |
| White | 6943 |
| Black | 737 |
| Asian | 113 |
| Native | 2063 |
| Hispanic/Latino | 442 |
| Bachelor's or higher | 1459 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Oklahoma County, OK"
classification: county
fips: "40109"
state: "OK"
demographics:
population: 806199
population_under_18: 204314
population_18_64: 485372
population_65_plus: 116513
median_household_income: 66679
poverty_rate: 15.95
homeownership_rate: 58.19
unemployment_rate: 4.83
median_home_value: 222900
gini_index: 0.4914
vacancy_rate: 9.01
race_white: 462934
race_black: 115502
race_asian: 27443
race_native: 24265
hispanic: 162060
bachelors_plus: 257867
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Oklahoma County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 806199 |
| Under 18 | 204314 |
| 1864 | 485372 |
| 65+ | 116513 |
| Median household income | 66679 |
| Poverty rate | 15.95 |
| Homeownership rate | 58.19 |
| Unemployment rate | 4.83 |
| Median home value | 222900 |
| Gini index | 0.4914 |
| Vacancy rate | 9.01 |
| White | 462934 |
| Black | 115502 |
| Asian | 27443 |
| Native | 24265 |
| Hispanic/Latino | 162060 |
| Bachelor's or higher | 257867 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Okmulgee County, OK"
classification: county
fips: "40111"
state: "OK"
demographics:
population: 36899
population_under_18: 8695
population_18_64: 21386
population_65_plus: 6818
median_household_income: 54029
poverty_rate: 18.02
homeownership_rate: 70.1
unemployment_rate: 7.26
median_home_value: 121200
gini_index: 0.4646
vacancy_rate: 14.89
race_white: 23071
race_black: 2584
race_asian: 170
race_native: 5592
hispanic: 1906
bachelors_plus: 5614
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Okmulgee County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 36899 |
| Under 18 | 8695 |
| 1864 | 21386 |
| 65+ | 6818 |
| Median household income | 54029 |
| Poverty rate | 18.02 |
| Homeownership rate | 70.1 |
| Unemployment rate | 7.26 |
| Median home value | 121200 |
| Gini index | 0.4646 |
| Vacancy rate | 14.89 |
| White | 23071 |
| Black | 2584 |
| Asian | 170 |
| Native | 5592 |
| Hispanic/Latino | 1906 |
| Bachelor's or higher | 5614 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Osage County, OK"
classification: county
fips: "40113"
state: "OK"
demographics:
population: 45997
population_under_18: 9617
population_18_64: 26546
population_65_plus: 9834
median_household_income: 62847
poverty_rate: 13.09
homeownership_rate: 78.3
unemployment_rate: 5.34
median_home_value: 182100
gini_index: 0.4497
vacancy_rate: 12.63
race_white: 28985
race_black: 4657
race_asian: 121
race_native: 5117
hispanic: 2155
bachelors_plus: 9935
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Osage County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 45997 |
| Under 18 | 9617 |
| 1864 | 26546 |
| 65+ | 9834 |
| Median household income | 62847 |
| Poverty rate | 13.09 |
| Homeownership rate | 78.3 |
| Unemployment rate | 5.34 |
| Median home value | 182100 |
| Gini index | 0.4497 |
| Vacancy rate | 12.63 |
| White | 28985 |
| Black | 4657 |
| Asian | 121 |
| Native | 5117 |
| Hispanic/Latino | 2155 |
| Bachelor's or higher | 9935 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Ottawa County, OK"
classification: county
fips: "40115"
state: "OK"
demographics:
population: 30341
population_under_18: 7660
population_18_64: 17181
population_65_plus: 5500
median_household_income: 49947
poverty_rate: 20.87
homeownership_rate: 67.54
unemployment_rate: 3.01
median_home_value: 123300
gini_index: 0.441
vacancy_rate: 12.99
race_white: 19188
race_black: 343
race_asian: 255
race_native: 5712
hispanic: 1859
bachelors_plus: 3867
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Ottawa County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 30341 |
| Under 18 | 7660 |
| 1864 | 17181 |
| 65+ | 5500 |
| Median household income | 49947 |
| Poverty rate | 20.87 |
| Homeownership rate | 67.54 |
| Unemployment rate | 3.01 |
| Median home value | 123300 |
| Gini index | 0.441 |
| Vacancy rate | 12.99 |
| White | 19188 |
| Black | 343 |
| Asian | 255 |
| Native | 5712 |
| Hispanic/Latino | 1859 |
| Bachelor's or higher | 3867 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Pawnee County, OK"
classification: county
fips: "40117"
state: "OK"
demographics:
population: 15795
population_under_18: 3665
population_18_64: 8956
population_65_plus: 3174
median_household_income: 58738
poverty_rate: 18.2
homeownership_rate: 79.5
unemployment_rate: 4.41
median_home_value: 131500
gini_index: 0.4425
vacancy_rate: 16.63
race_white: 12026
race_black: 131
race_asian: 81
race_native: 1442
hispanic: 615
bachelors_plus: 2395
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Pawnee County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 15795 |
| Under 18 | 3665 |
| 1864 | 8956 |
| 65+ | 3174 |
| Median household income | 58738 |
| Poverty rate | 18.2 |
| Homeownership rate | 79.5 |
| Unemployment rate | 4.41 |
| Median home value | 131500 |
| Gini index | 0.4425 |
| Vacancy rate | 16.63 |
| White | 12026 |
| Black | 131 |
| Asian | 81 |
| Native | 1442 |
| Hispanic/Latino | 615 |
| Bachelor's or higher | 2395 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Payne County, OK"
classification: county
fips: "40119"
state: "OK"
demographics:
population: 82972
population_under_18: 15294
population_18_64: 56765
population_65_plus: 10913
median_household_income: 49809
poverty_rate: 22.6
homeownership_rate: 51.03
unemployment_rate: 5.73
median_home_value: 223300
gini_index: 0.5205
vacancy_rate: 12.03
race_white: 62563
race_black: 3034
race_asian: 3491
race_native: 3417
hispanic: 5450
bachelors_plus: 26095
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Payne County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 82972 |
| Under 18 | 15294 |
| 1864 | 56765 |
| 65+ | 10913 |
| Median household income | 49809 |
| Poverty rate | 22.6 |
| Homeownership rate | 51.03 |
| Unemployment rate | 5.73 |
| Median home value | 223300 |
| Gini index | 0.5205 |
| Vacancy rate | 12.03 |
| White | 62563 |
| Black | 3034 |
| Asian | 3491 |
| Native | 3417 |
| Hispanic/Latino | 5450 |
| Bachelor's or higher | 26095 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Pittsburg County, OK"
classification: county
fips: "40121"
state: "OK"
demographics:
population: 43561
population_under_18: 9889
population_18_64: 24897
population_65_plus: 8775
median_household_income: 55310
poverty_rate: 17.74
homeownership_rate: 71.44
unemployment_rate: 5.74
median_home_value: 156900
gini_index: 0.4599
vacancy_rate: 19.78
race_white: 30277
race_black: 1075
race_asian: 215
race_native: 3569
hispanic: 2495
bachelors_plus: 8267
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Pittsburg County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 43561 |
| Under 18 | 9889 |
| 1864 | 24897 |
| 65+ | 8775 |
| Median household income | 55310 |
| Poverty rate | 17.74 |
| Homeownership rate | 71.44 |
| Unemployment rate | 5.74 |
| Median home value | 156900 |
| Gini index | 0.4599 |
| Vacancy rate | 19.78 |
| White | 30277 |
| Black | 1075 |
| Asian | 215 |
| Native | 3569 |
| Hispanic/Latino | 2495 |
| Bachelor's or higher | 8267 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Pontotoc County, OK"
classification: county
fips: "40123"
state: "OK"
demographics:
population: 38235
population_under_18: 9550
population_18_64: 22181
population_65_plus: 6504
median_household_income: 63017
poverty_rate: 12.57
homeownership_rate: 66.01
unemployment_rate: 3.66
median_home_value: 175400
gini_index: 0.4245
vacancy_rate: 13.67
race_white: 24372
race_black: 960
race_asian: 416
race_native: 6978
hispanic: 2503
bachelors_plus: 10598
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Pontotoc County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 38235 |
| Under 18 | 9550 |
| 1864 | 22181 |
| 65+ | 6504 |
| Median household income | 63017 |
| Poverty rate | 12.57 |
| Homeownership rate | 66.01 |
| Unemployment rate | 3.66 |
| Median home value | 175400 |
| Gini index | 0.4245 |
| Vacancy rate | 13.67 |
| White | 24372 |
| Black | 960 |
| Asian | 416 |
| Native | 6978 |
| Hispanic/Latino | 2503 |
| Bachelor's or higher | 10598 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Pottawatomie County, OK"
classification: county
fips: "40125"
state: "OK"
demographics:
population: 73463
population_under_18: 16979
population_18_64: 44245
population_65_plus: 12239
median_household_income: 61398
poverty_rate: 15.89
homeownership_rate: 70.39
unemployment_rate: 5.29
median_home_value: 165400
gini_index: 0.4367
vacancy_rate: 11.18
race_white: 52298
race_black: 2176
race_asian: 739
race_native: 8348
hispanic: 4682
bachelors_plus: 13288
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Pottawatomie County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 73463 |
| Under 18 | 16979 |
| 1864 | 44245 |
| 65+ | 12239 |
| Median household income | 61398 |
| Poverty rate | 15.89 |
| Homeownership rate | 70.39 |
| Unemployment rate | 5.29 |
| Median home value | 165400 |
| Gini index | 0.4367 |
| Vacancy rate | 11.18 |
| White | 52298 |
| Black | 2176 |
| Asian | 739 |
| Native | 8348 |
| Hispanic/Latino | 4682 |
| Bachelor's or higher | 13288 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Pushmataha County, OK"
classification: county
fips: "40127"
state: "OK"
demographics:
population: 10790
population_under_18: 2314
population_18_64: 6028
population_65_plus: 2448
median_household_income: 47940
poverty_rate: 20.71
homeownership_rate: 74.86
unemployment_rate: 4.41
median_home_value: 132300
gini_index: 0.4813
vacancy_rate: 22.37
race_white: 7511
race_black: 157
race_asian: 40
race_native: 1802
hispanic: 467
bachelors_plus: 1774
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Pushmataha County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 10790 |
| Under 18 | 2314 |
| 1864 | 6028 |
| 65+ | 2448 |
| Median household income | 47940 |
| Poverty rate | 20.71 |
| Homeownership rate | 74.86 |
| Unemployment rate | 4.41 |
| Median home value | 132300 |
| Gini index | 0.4813 |
| Vacancy rate | 22.37 |
| White | 7511 |
| Black | 157 |
| Asian | 40 |
| Native | 1802 |
| Hispanic/Latino | 467 |
| Bachelor's or higher | 1774 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Roger Mills County, OK"
classification: county
fips: "40129"
state: "OK"
demographics:
population: 3359
population_under_18: 815
population_18_64: 1793
population_65_plus: 751
median_household_income: 66094
poverty_rate: 14.67
homeownership_rate: 83.12
unemployment_rate: 3.19
median_home_value: 157800
gini_index: 0.4559
vacancy_rate: 23.34
race_white: 2792
race_black: 9
race_asian: 10
race_native: 229
hispanic: 287
bachelors_plus: 752
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Roger Mills County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 3359 |
| Under 18 | 815 |
| 1864 | 1793 |
| 65+ | 751 |
| Median household income | 66094 |
| Poverty rate | 14.67 |
| Homeownership rate | 83.12 |
| Unemployment rate | 3.19 |
| Median home value | 157800 |
| Gini index | 0.4559 |
| Vacancy rate | 23.34 |
| White | 2792 |
| Black | 9 |
| Asian | 10 |
| Native | 229 |
| Hispanic/Latino | 287 |
| Bachelor's or higher | 752 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Rogers County, OK"
classification: county
fips: "40131"
state: "OK"
demographics:
population: 98610
population_under_18: 22887
population_18_64: 58723
population_65_plus: 17000
median_household_income: 80067
poverty_rate: 8.85
homeownership_rate: 77.75
unemployment_rate: 4.74
median_home_value: 240500
gini_index: 0.4232
vacancy_rate: 6.85
race_white: 69557
race_black: 938
race_asian: 1835
race_native: 12492
hispanic: 6085
bachelors_plus: 24076
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Rogers County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 98610 |
| Under 18 | 22887 |
| 1864 | 58723 |
| 65+ | 17000 |
| Median household income | 80067 |
| Poverty rate | 8.85 |
| Homeownership rate | 77.75 |
| Unemployment rate | 4.74 |
| Median home value | 240500 |
| Gini index | 0.4232 |
| Vacancy rate | 6.85 |
| White | 69557 |
| Black | 938 |
| Asian | 1835 |
| Native | 12492 |
| Hispanic/Latino | 6085 |
| Bachelor's or higher | 24076 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Seminole County, OK"
classification: county
fips: "40133"
state: "OK"
demographics:
population: 23494
population_under_18: 5714
population_18_64: 13455
population_65_plus: 4325
median_household_income: 48062
poverty_rate: 21.74
homeownership_rate: 70.96
unemployment_rate: 6.27
median_home_value: 99500
gini_index: 0.4492
vacancy_rate: 18.97
race_white: 15117
race_black: 842
race_asian: 103
race_native: 4445
hispanic: 1331
bachelors_plus: 3253
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Seminole County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 23494 |
| Under 18 | 5714 |
| 1864 | 13455 |
| 65+ | 4325 |
| Median household income | 48062 |
| Poverty rate | 21.74 |
| Homeownership rate | 70.96 |
| Unemployment rate | 6.27 |
| Median home value | 99500 |
| Gini index | 0.4492 |
| Vacancy rate | 18.97 |
| White | 15117 |
| Black | 842 |
| Asian | 103 |
| Native | 4445 |
| Hispanic/Latino | 1331 |
| Bachelor's or higher | 3253 |
## Source
- demographics: Census ACS 2023
@@ -0,0 +1,61 @@
---
type: Jurisdiction
title: "Sequoyah County, OK"
classification: county
fips: "40135"
state: "OK"
demographics:
population: 39860
population_under_18: 9536
population_18_64: 22895
population_65_plus: 7429
median_household_income: 51093
poverty_rate: 20.19
homeownership_rate: 70.82
unemployment_rate: 4.71
median_home_value: 139400
gini_index: 0.4515
vacancy_rate: 15.86
race_white: 24654
race_black: 799
race_asian: 272
race_native: 7468
hispanic: 2022
bachelors_plus: 5303
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ok]
timestamp: "2026-07-03"
---
# Sequoyah County, OK
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 39860 |
| Under 18 | 9536 |
| 1864 | 22895 |
| 65+ | 7429 |
| Median household income | 51093 |
| Poverty rate | 20.19 |
| Homeownership rate | 70.82 |
| Unemployment rate | 4.71 |
| Median home value | 139400 |
| Gini index | 0.4515 |
| Vacancy rate | 15.86 |
| White | 24654 |
| Black | 799 |
| Asian | 272 |
| Native | 7468 |
| Hispanic/Latino | 2022 |
| Bachelor's or higher | 5303 |
## Source
- demographics: Census ACS 2023

Some files were not shown because too many files have changed in this diff Show More