Live Federal Data

Crawford County, Pennsylvania

FIPS 42039 · Meadville, PA · Pop. 82,716
7 Sources Mar 15, 2026
$60,476
Median Income
5.0%
Unemployment
36,804
Labor Force
21.1%
Bachelor's+
Data / United States / Pennsylvania / Crawford 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
$60,476
Per Capita
$32,743
Mean Household
$78,879
Poverty Rate
14.3%
Median Income Comparison
Crawford County$60,476
Pennsylvania Average$77,971
National$80,734

Age Distribution

Source: Census Bureau ACS 2024 · Table B01001 · Median Age: 44
44 Median Age
Under 18 18-34 35-54 55-64 65+

Educational Attainment

Source: Census Bureau ACS 2024 · Table B15003 · Population 25+
91 PERCENT
High School+
Natl: 89.6%
21 PERCENT
Bachelor's+
Natl: 35.7%
8 PERCENT
Graduate+
Natl: 13.3%

Population Overview

Source: U.S. Census Bureau · American Community Survey 2024 5-Year Estimates
82,716
Population
36,804
Labor Force
Employed
34,924
Unemployment Rate
5.0%
Mean Commute
23.3 min
Work From Home
7.7%
Crawford County is home to 82,716 residents with a median household income of $60,476, below both state and national medians. The workforce of 36,804 shows 21.1% with a bachelor's degree or higher.
All figures from U.S. Census Bureau American Community Survey 2024 5-Year Estimates (released December 2025). Figures reflect the most recent Census release - older news reports may cite prior vintages.

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
IndustryEmploymentAvg Wage
1Manufacturing		 6,909 $61,620
2Health Care & Social Assistance		 6,026 $55,347
3Retail Trade		 3,202 $33,346
4Accommodation & Food Services		 2,227 $19,002
5Other Services (except Public Admin)		 1,240 $34,154
6Construction		 869 $55,849
7Professional, Scientific & Technical Services		 607 $59,278
8Educational Services		 600 $54,847
9Administrative & Support & Waste Management		 557 $31,123
10Wholesale Trade		 531 $52,378
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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
Agriculture, forestry, fishing and hunting
5.74x
102
Health care and social assistance
2.55x
5,683
Other services (except public administration)
2.23x
1,284
Mining, quarrying, and oil and gas extraction
1.94x
104
Educational services
1.78x
704
Utilities
1.74x
118

Attraction Opportunities - Below Average Industries

LQ < 0.5 - below-average employment, potential attraction targets. Source: Census Bureau County Business Patterns
0.11x
Management of companies and enterprises
41 employed
Industry Ecosystem
Crawford 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 · HUD Fair Market Rents FY2026

Housing Overview

Source: Census Bureau ACS 2024 · Tables B25001, B25077, B25064
$153,200
Median Home Value
$802
Rent/Mo
74.7%
Owner-Occ
19.7%
Vacancy
2.5x
Home Value to Income Ratio - Affordable

HUD Fair Market Rents

Source: HUD · Fair Market Rents FY2026
Studio
$723/mo
1 Bedroom
$787/mo
2 Bedroom
$973/mo
3 Bedroom
$1306/mo
4 Bedroom
$1476/mo

Workforce Pipeline

Labor force readiness, commuting, and workforce composition

Source: Census ACS 2024 · Tables B01001, B23025
46,929
Working Age (18-64)
78% Participation

Commute & Flexibility

Source: Census ACS 2024 · Tables B08303, B08301, B15003
Mean Commute
23.3 min
Work From Home
7.7%
Bachelor's+
21.1%
HS Diploma+
90.7%

Aging Workforce

Source: Census Bureau ACS · Derived from age & employment tables
25.5%
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
$60,476
vs $75K national
Population
82,716
Unemployment
5.0%
vs 3.9% national
Top Employers
Manufacturing
6,909
Health Care & Social Assistance
6,026
Retail Trade
3,202
Accommodation & Food Services
2,227
Other Services (except Public Admin)
1,240
Housing
$153,200
Home Value
$802
Rent
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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