Live Federal Data

Murray County, Oklahoma

FIPS 40099 · Pop. 13,753
9 Sources May 19, 2026
$66,322
Median Income
$80,734 national
3.7%
Unemployment
5.2% national
6,290
Labor Force
19.6%
Bachelor's+
35.7% national

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
$66,322
Per Capita
$35,820
Mean Household
$92,934
Poverty Rate
12.7%
Median Income Comparison
Murray County$66,322
Oklahoma$65,039
National$80,734

Population Profile

Source: Census Bureau ACS 2024 · Tables B01001, B02001, B03003 · Median Age: 42
65+: 20.7% (2,840 residents) 55-64: 13.4% (1,841 residents) 35-54: 23.7% (3,266 residents) 18-34: 19.5% (2,683 residents) Under 18: 22.7% (3,123 residents) 42 Median Age
Cohorts
Under 18 · 22.7%
18-34 · 19.5%
35-54 · 23.7%
55-64 · 13.4%
65+ · 20.7%
Race & Ethnicity
White70.4%
Black or African American1.1%
Asian0.0%
Hispanic or Latino(any race)7.2%
Hispanic or Latino is an ethnic category and overlaps with the race categories above.

Educational Attainment

Source: Census Bureau ACS 2024 · Table B15003 · Population 25+
86.8%
High School+
National: 89.6%
▼ 2.8 pts
19.6%
Bachelor's+
National: 35.7%
▼ 16.1 pts
5.6%
Graduate+
National: 14.1%
▼ 8.5 pts

Employment Overview

Source: U.S. Census Bureau · American Community Survey 2024 5-Year Estimates
13,753
Population
6,290
Labor Force
Employed
6,128
Unemployment Rate BLS LAUS 2025 annual
3.7% ▲ +0.2 pts YoY
Mean Commute 5 min below national avg
21.4 min
Work From Home vs 15.1% national
3.9%
Key Takeaways
Auto-generated from benchmark deltas. Bullets only appear when the comparison is meaningful.

Economy & Industry

Bureau of Labor Statistics QCEW · Bureau of Economic Analysis

Top Industries by Employment

Source: Bureau of Labor Statistics · Quarterly Census of Employment & Wages 2024 Annual
IndustryEmploymentShare of Top 10Avg Wage
1Retail Trade
555 23.4%
$33,468
2Manufacturing
524 22.1%
$59,051
3Accommodation and Food Services
329 13.9%
$19,921
4Construction
319 13.4%
$59,119
5Wholesale Trade
311 13.1%
$56,837
6Mining, Quarrying, and Oil and Gas Extraction
177 7.5%
$76,220
7Professional, Scientific, and Technical Services
117 4.9%
$45,739
8Arts, Entertainment, and Recreation
24 1.0%
$47,478
9Agriculture, Forestry, Fishing and Hunting
18 0.8%
$38,837
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Key Takeaways
Generated from BLS QCEW.
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EP customers get year-over-year deltas, WARN notices, and SEC filings for every sector tracked above, surfaced as proactive alerts, not after-the-fact news.

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Industry Concentration

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

Location Quotient Analysis

Concentrated Industries
Source: BLS QCEW · 3-digit NAICS sub-sector · Location Quotient vs. national employment share
Same source as the Top Industries table above, sub-sector view surfaces the specialization the supersector view masks (e.g., Plastics & Rubber Manufacturing inside the Manufacturing supersector).
Heavy and Civil Engineering Construction
4.19x
150
Merchant Wholesalers, Durable Goods
1.79x
191
Merchant Wholesalers, Nondurable Goods
1.68x
116

Cluster Depth

Source: BLS QCEW · Sub-sectors with LQ ≥ 1.5 indicate genuine cluster concentration
Dominant Cluster
Wholesale Trade Cluster
Coherent grouping of concentrated sub-sectors, signals supply-chain fit for site selectors
307
Cluster Employment
1.79x
Peak LQ
Concentrated Sub-Sectors
Heavy and Civil Engineering Construction
4.19x 150
Merchant Wholesalers, Durable Goods
1.79x 191
Merchant Wholesalers, Nondurable Goods
1.68x 116

Attraction Opportunities

LQ < 0.5 with ≥ 50 employed, realistic diversification targets. Source: BLS QCEW
0.19x
Administrative and Support Services
50 employed
0.35x
Professional, Scientific, and Technical Services
117 employed
0.40x
Ambulatory Health Care Services
111 employed
Key Takeaways
Generated from BLS QCEW sub-sector Location Quotients.
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Murray County's Top Sectors by Workforce Share
Each rectangle's area is proportional to that sector's share of total private-sector employment across all NAICS supersectors. Hover for exact employment.
Source: Bureau of Labor Statistics QCEW 2024 Annual · Private sector, NAICS supersectors

Housing & Affordability

Census ACS · HUD Fair Market Rents FY2026

Housing Overview

Source: Census Bureau ACS 2024 5-Year Estimates · Tables B25001, B25077, B25064
$159,800
Median Home Value vs 2019
$881
Rent/Mo
72.1%
Owner-Occ
24.4%
Vacancy
2.4x
Home Value to Income Ratio - Affordable
vs. ~4.1x national average

HUD Fair Market Rents

Source: HUD · Fair Market Rents FY2026
Studio
$731/mo
1 Bedroom
$758/mo
2 Bedroom
$994/mo
3 Bedroom
$1,227/mo
4 Bedroom
$1,507/mo
30% of monthly median household income (~$1,658/mo) · rents above this line are typically considered cost-burdened.
Key Takeaways
Generated from Census ACS housing tables + HUD Fair Market Rents.

Workforce Pipeline

Labor force readiness, commuting, and workforce composition

Labor Market Overview

Source: Census ACS 2024 · Tables B01001, B23025, B08303, B08301
7,790
Working Age (18-64) vs 2019
Mean Commute 5 min below national avg
21.4 min
Work From Home vs 15.1% national
3.9%
Prime-Age Employed (25-54)
76.7%
of prime-age population
Labor force participation rate: 80.7% of working-age population (18-64) 81% Participation
▲ vs 2019

Education & Talent Pipeline

Source: Census ACS 2024 · Table B15003 · College Scorecard
Bachelor's+
19.6%
HS Diploma+
86.8%
Local Institutions
Total credentials awarded
23,402/yr
University of Oklahoma-Norman Campus 7,375/yr
Oklahoma State University-Main Campus 6,371/yr
University of Central Oklahoma 2,923/yr
Tulsa Community College 2,870/yr
Oklahoma City Community College 2,024/yr
Northeastern State University 1,839/yr

Aging Workforce

Source: Census Bureau ACS · Derived from age & employment tables
23.6%
55+ of working-age population (18-64)
Elevated retirement risk, above the 20% threshold. Succession planning recommended.

Workforce by Occupation

Source: Census ACS 2024 · Table C24010 · Civilian employed population 16+
Management / Professional
27.1%
Service
19.1%
Sales & Office
22.7%
Construction / Maint.
11.4%
Production / Transport
19.7%
Bars scaled 2× for visual differentiation; percentage labels show actual share of 6,128 employed workers.
Key Takeaways
Generated from ACS workforce data and College Scorecard.

AI-Powered Insights

Machine learning analysis across 20+ federal data sources

Sample AI Insight
- a preview of the kind of synthesis EP produces for paying customers

Murray County shows meaningful potential for heavy and civil engineering construction attraction, with a 4.19x concentration and 150 jobs in this sub-sector. Near-term succession risk is elevated, with 23.6% of the working-age population within 10 years of retirement age.

The interconnected base across heavy and civil engineering construction, merchant wholesalers, durable goods, and merchant wholesalers, nondurable goods creates supply-chain attraction leverage rather than single-employer risk, a structural advantage for industrial recruitment.

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
$66,322
vs $80,734 national
Labor Force
6,290
Unemployment
3.7%
vs 5.2% national
Top Employers by Sector
Retail Trade
555
Manufacturing
524
Accommodation and Food Services
329
Construction
319
Wholesale Trade
311
Census ACS, BLS QCEW, BEA, HUD · Auto-updatedPowered by ExecutivePulse
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Data Sources

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

Census ACS 5-Year2024
BLS QCEW2024 annual
BLS LAUS (via FRED)2025 annual
BEA Regional GDP2024
Census CBP2023
HUD Fair Market RentsFY2026
FCC Broadband Map2025
USAspending.govFY2026
College ScorecardAY 2022-23