Live Federal Data

Le Flore County, Oklahoma

FIPS 40079 · Pop. 49,053
9 Sources May 19, 2026
$51,565
Median Income
$80,734 national
4.0%
Unemployment
5.2% national
19,866
Labor Force
15.4%
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
$51,565
Per Capita
$25,771
Mean Household
$67,356
Poverty Rate
19.4%
Median Income Comparison
Le Flore County$51,565
Oklahoma$65,039
National$80,734

Population Profile

Source: Census Bureau ACS 2024 · Tables B01001, B02001, B03003 · Median Age: 39
65+: 17.9% (8,798 residents) 55-64: 12.9% (6,312 residents) 35-54: 24.3% (11,910 residents) 18-34: 20.5% (10,080 residents) Under 18: 24.4% (11,953 residents) 39 Median Age
Cohorts
Under 18 · 24.4%
18-34 · 20.5%
35-54 · 24.3%
55-64 · 12.9%
65+ · 17.9%
Race & Ethnicity
White70.3%
Black or African American1.8%
Asian0.7%
Hispanic or Latino(any race)8.0%
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+
85.5%
High School+
National: 89.6%
▼ 4.1 pts
15.4%
Bachelor's+
National: 35.7%
▼ 20.3 pts
4.9%
Graduate+
National: 14.1%
▼ 9.2 pts

Employment Overview

Source: U.S. Census Bureau · American Community Survey 2024 5-Year Estimates
49,053
Population
19,866
Labor Force
Employed
18,706
Unemployment Rate BLS LAUS 2025 annual
4.0% ▼ 0.1 pts YoY
Mean Commute 2 min below national avg
24.2 min
Work From Home vs 15.1% national
5.4%
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
1,494 25.5%
$31,992
2Manufacturing
1,142 19.5%
$44,630
3Accommodation and Food Services
993 16.9%
$17,564
4Construction
520 8.9%
$47,453
5Professional, Scientific, and Technical Services
476 8.1%
$41,217
6Finance and Insurance
384 6.5%
$51,660
7Administrative and Support and Waste Management
297 5.1%
$43,823
8Mining, Quarrying, and Oil and Gas Extraction
217 3.7%
$51,012
9Other Services (except Public Administration)
198 3.4%
$45,719
10Transportation and Warehousing
146 2.5%
$69,938
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Key Takeaways
Generated from BLS QCEW.
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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).
Mining (except Oil and Gas)
12.17x
175
Nonmetallic Mineral Product Manufacturing
3.50x
110
Building Material and Garden Supply Retailers
2.50x
261
Utilities
2.38x
106
Gasoline Stations and Fuel Dealers
2.04x
161
General Merchandise Retailers
1.87x
460
Nursing and Residential Care Facilities
1.80x
451
Credit Intermediation and Related Activities
1.60x
309

Cluster Depth

Source: BLS QCEW · Sub-sectors with LQ ≥ 1.5 indicate genuine cluster concentration
Dominant Cluster
Retail Trade Cluster
Coherent grouping of concentrated sub-sectors, signals supply-chain fit for site selectors
882
Cluster Employment
2.50x
Peak LQ
Concentrated Sub-Sectors
Mining (except Oil and Gas)
12.17x 175
Nonmetallic Mineral Product Manufacturing
3.50x 110
Building Material and Garden Supply Retailers
2.50x 261
Utilities
2.38x 106
Gasoline Stations and Fuel Dealers
2.04x 161
General Merchandise Retailers
1.87x 460
Nursing and Residential Care Facilities
1.80x 451
Credit Intermediation and Related Activities
1.60x 309

Attraction Opportunities

LQ < 0.5 with ≥ 50 employed, realistic diversification targets. Source: BLS QCEW
Key Takeaways
Generated from BLS QCEW sub-sector Location Quotients.
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Le Flore 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
$135,700
Median Home Value vs 2019
$798
Rent/Mo
72.8%
Owner-Occ
15.3%
Vacancy
2.6x
Home Value to Income Ratio - Affordable
vs. ~4.1x national average

HUD Fair Market Rents

Source: HUD · Fair Market Rents FY2026
Studio
$656/mo
1 Bedroom
$741/mo
2 Bedroom
$937/mo
3 Bedroom
$1,300/mo
4 Bedroom
$1,359/mo
30% of monthly median household income (~$1,289/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
28,302
Working Age (18-64) vs 2019
Mean Commute 2 min below national avg
24.2 min
Work From Home vs 15.1% national
5.4%
Prime-Age Employed (25-54)
67.4%
of prime-age population
Labor force participation rate: 70.2% of working-age population (18-64) 70% Participation
▲ vs 2019

Education & Talent Pipeline

Source: Census ACS 2024 · Table B15003 · College Scorecard
Bachelor's+
15.4%
HS Diploma+
85.5%
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
22.3%
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
28.5%
Service
17.5%
Sales & Office
20.0%
Construction / Maint.
13.7%
Production / Transport
20.3%
Bars scaled 2× for visual differentiation; percentage labels show actual share of 18,706 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

Le Flore County shows strong potential for mining (except oil and gas) attraction, with a 12.17x concentration and 175 jobs in this sub-sector, it ranks in the top decile nationally. Near-term succession risk is elevated, with 22.3% of the working-age population within 10 years of retirement age.

The interconnected base across mining (except oil and gas), nonmetallic mineral product manufacturing, and building material and garden supply retailers 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
$51,565
vs $80,734 national
Labor Force
19,866
Unemployment
4.0%
vs 5.2% national
Top Employers by Sector
Retail Trade
1,494
Manufacturing
1,142
Accommodation and Food Services
993
Construction
520
Professional, Scientific, and Technical Services
476
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