Live Federal Data

Roger Mills County, Oklahoma

FIPS 40129 · Pop. 3,359
7 Sources Mar 15, 2026
$66,094
Median Income
3.2%
Unemployment
1,536
Labor Force
24.9%
Bachelor's+
Data / United States / Oklahoma / Roger Mills County
Demographics Economy Industry Concentration Housing Workforce AI Insights

Demographics & Population

Census Bureau American Community Survey 2024 · 5-Year Estimates

Household Income

Source: U.S. Census Bureau · American Community Survey 2024 5-Year Estimates
Median Household
$66,094
Per Capita
$38,423
Mean Household
$90,306
Poverty Rate
14.7%
Median Income Comparison
Roger Mills County$66,094
State Average$67,587
National$75,149

Age Distribution

Source: Census Bureau ACS 2024 · Table B01001 · Median Age: 42
42 Median Age
Under 18 18-34 35-54 55-64 65+

Educational Attainment

Source: Census Bureau ACS 2024 · Table B15003 · Population 25+
94 PERCENT
High School+
Natl: 88.6%
25 PERCENT
Bachelor's+
Natl: 33.7%
7 PERCENT
Graduate+
Natl: 13.1%

Population Overview

Source: U.S. Census Bureau · American Community Survey 2024 5-Year Estimates
3,359
Population
1,536
Labor Force
Employed
1,487
Unemployment Rate
3.2%
Mean Commute
25.8 min
Work From Home
6.4%
Roger Mills County is home to 3,359 residents with a median household income of $66,094, below both state and national medians. The workforce of 1,536 shows 24.9% with a bachelor's degree or higher.
All figures from U.S. Census Bureau American Community Survey 2024 5-Year Estimates. National/state benchmarks from ACS 2023.

Economy & Industry

Bureau of Labor Statistics QCEW

Top Industries by Employment

Source: Bureau of Labor Statistics · Quarterly Census of Employment & Wages 2024 Annual
IndustryEmploymentAvg Wage
1Retail Trade		 95 $27,965
2Transportation & Warehousing		 50 $58,060
3Mining, Quarrying & Oil/Gas Extraction		 33 $60,251
4Construction		 28 $52,598
5Other Services (except Public Admin)		 15 $50,985
6Health Care & Social Assistance		 14 $20,295
7Professional, Scientific & Technical Services		 10 $24,596
8Agriculture, Forestry, Fishing & Hunting		 8 $56,541
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Industry Concentration

Location Quotient measures regional specialization vs. national average. LQ > 1.0 = concentrated.

Concentrated Industries
Source: Census Bureau County Business Patterns · Location Quotient vs. national employment share
Arts, entertainment, and recreation
16.56x
97
Mining, quarrying, and oil and gas extraction
14.02x
18
Health care and social assistance
2.21x
118
Other services (except public administration)
1.88x
26

Attraction Opportunities — Below Average Industries

LQ < 0.5 — below-average employment, potential attraction targets. Source: Census Bureau County Business Patterns
0.23x
Professional, scientific, and technical services
6 employed
0.41x
Administrative and support and waste management and remediation services
14 employed
Industry Ecosystem
Roger Mills County's Economic Network
Top industries by employment — node size reflects workforce share
Source: Bureau of Labor Statistics QCEW 2024 Annual · Private sector, NAICS supersectors

Housing & Affordability

Census ACS

Housing Overview

Source: Census Bureau ACS 2024 · Tables B25001, B25077, B25064
$157,800
Median Home Value
$795
Rent/Mo
83.1%
Owner-Occ
23.3%
Vacancy
2.4x
Home Value to Income Ratio — Affordable

Workforce Pipeline

Labor force readiness, commuting, and workforce composition

Source: Census ACS 2024 · Tables B01001, B23025
1,793
Working Age (18-64)
86% Participation

Commute & Flexibility

Source: Census ACS 2024 · Tables B08303, B08301, B15003
Mean Commute
25.8 min
Work From Home
6.4%
Bachelor's+
24.9%
HS Diploma+
94.4%

Aging Workforce

Source: Census Bureau ACS · Derived from age & employment tables
25.4%
Elevated retirement risk — above the 20% threshold. Succession planning recommended.

AI-Powered Insights

Machine learning analysis across 20+ federal data sources

Industry Shift Analysis

Manufacturing Automation Risk
High
Healthcare Growth Forecast
+4.2% CAGR
Remote Work Migration
67/100

Prospect Match Scores

Advanced Manufacturing
92/100
Life Sciences
84/100
Data Centers
71/100

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Economic
Demographic
Housing
Workforce
Median Income
$66,094
vs $75K national
Population
3,359
Unemployment
3.2%
vs 3.9% national
Top Employers
Retail Trade
95
Transportation & Warehousing
50
Mining, Quarrying & Oil/Gas Extraction
33
Construction
28
Other Services (except Public Admin)
15
Housing
$157,800
Home Value
$795
Rent
Census ACS, BLS QCEW, BEA, HUD · Auto-updatedPowered by ExecutivePulse
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Top Industries
NAICS employment
Workforce
Education + labor
Broadband
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Federal Investment
USAspending
Quality of Life
Housing + commute
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Demographic trends
Market Access
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Data Sources

All data from official federal APIs. Auto-refreshed on publication schedules.

Census ACS 5-Year2024
BLS QCEW2025
BEA Regional GDP2024
Census CBP2024
HUD Fair Market RentsFY2026
FCC Broadband Map2025
USAspending.govFY2026