Live Federal Data

Calhoun County, South Carolina

FIPS 45017 · Columbia, SC · Pop. 14,182
9 Sources May 19, 2026
$58,682
Median Income
$80,734 national
4.6%
Unemployment
5.2% national
$911M
GDP
24.5%
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
$58,682
Per Capita
$34,943
Mean Household
$79,469
Poverty Rate
12.9%
Median Income Comparison
Calhoun County$58,682
South Carolina$69,324
National$80,734

Population Profile

Source: Census Bureau ACS 2024 · Tables B01001, B02001, B03003 · Median Age: 47
65+: 24.4% (3,462 residents) 55-64: 15.9% (2,248 residents) 35-54: 24.8% (3,520 residents) 18-34: 16.3% (2,313 residents) Under 18: 18.6% (2,639 residents) 47 Median Age
Cohorts
Under 18 · 18.6%
18-34 · 16.3%
35-54 · 24.8%
55-64 · 15.9%
65+ · 24.4%
Race & Ethnicity
White55.0%
Black or African American39.0%
Asian0.2%
Hispanic or Latino(any race)3.9%
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+
87.0%
High School+
National: 89.6%
▼ 2.6 pts
24.5%
Bachelor's+
National: 35.7%
▼ 11.2 pts
8.1%
Graduate+
National: 14.1%
▼ 6.0 pts

Employment Overview

Source: U.S. Census Bureau · American Community Survey 2024 5-Year Estimates
14,182
Population
6,618
Labor Force
Employed
6,231
Unemployment Rate BLS LAUS 2025 annual
4.6% ▲ +0.1 pts YoY
Mean Commute
26.4 min
Work From Home vs 15.1% national
10.5%
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

$911M
Gross Domestic Product · 2024
Source: Bureau of Economic Analysis · CAGDP1 Regional GDP
$56,579
Per Capita Income

Top Industries by Employment

Source: Bureau of Labor Statistics · Quarterly Census of Employment & Wages 2024 Annual
IndustryEmploymentShare of Top 10Avg Wage
1Manufacturing
1,525 52.3%
$79,779
2Construction
457 15.7%
$62,831
3Retail Trade
248 8.5%
$23,030
4Agriculture, Forestry, Fishing and Hunting
223 7.7%
$50,129
5Administrative and Support and Waste Management
203 7.0%
$59,340
6Utilities
100 3.4%
$88,385
7Other Services (except Public Administration)
67 2.3%
$47,882
8Professional, Scientific, and Technical Services
63 2.2%
$85,567
9Information
28 1.0%
$76,332
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Key Takeaways
Generated from BLS QCEW + BEA Regional GDP.
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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).
Support Activities for Agriculture and Forestry
11.24x
129
Utilities
5.77x
100
Crop Production
5.21x
83
Gasoline Stations and Fuel Dealers
3.80x
117
3.30x
2,205

Cluster Depth

Source: BLS QCEW · Sub-sectors with LQ ≥ 1.5 indicate genuine cluster concentration
Dominant Cluster
Goods-Producing Cluster
Coherent grouping of concentrated sub-sectors, signals supply-chain fit for site selectors
2,205
Cluster Employment
3.30x
Peak LQ
Concentrated Sub-Sectors
Support Activities for Agriculture and Forestry
11.24x 129
Utilities
5.77x 100
Crop Production
5.21x 83
Gasoline Stations and Fuel Dealers
3.80x 117
3.30x 2,205

Attraction Opportunities

LQ < 0.5 with ≥ 50 employed, realistic diversification targets. Source: BLS QCEW
0.20x
Professional, Scientific, and Technical Services
63 employed
0.26x
Ambulatory Health Care Services
68 employed
Key Takeaways
Generated from BLS QCEW sub-sector Location Quotients.
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Calhoun 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
$172,100
Median Home Value vs 2019
$1,052
Rent/Mo
85.0%
Owner-Occ
12.6%
Vacancy
2.9x
Home Value to Income Ratio - Affordable
vs. ~4.1x national average

HUD Fair Market Rents

Source: HUD · Fair Market Rents FY2026
Studio
$1,032/mo
1 Bedroom
$1,164/mo
2 Bedroom
$1,276/mo
3 Bedroom
$1,623/mo
4 Bedroom
$1,911/mo
30% of monthly median household income (~$1,467/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
8,081
Working Age (18-64) vs 2019
Mean Commute
26.4 min
Work From Home vs 15.1% national
10.5%
Prime-Age Employed (25-54)
85.1%
of prime-age population
Labor force participation rate: 81.9% of working-age population (18-64) 82% Participation
▲ vs 2019

Education & Talent Pipeline

Source: Census ACS 2024 · Table B15003 · College Scorecard
Bachelor's+
24.5%
HS Diploma+
87.0%
Local Institutions
Total credentials awarded
26,825/yr
University of South Carolina-Columbia 10,045/yr
Clemson University 7,469/yr
Trident Technical College 2,581/yr
College of Charleston 2,410/yr
Coastal Carolina University 2,195/yr
Greenville Technical College 2,125/yr

Aging Workforce

Source: Census Bureau ACS · Derived from age & employment tables
27.8%
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
35.4%
Service
13.1%
Sales & Office
24.0%
Construction / Maint.
10.1%
Production / Transport
17.4%
Bars scaled 2× for visual differentiation; percentage labels show actual share of 6,231 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

Calhoun County shows strong potential for support activities for agriculture and forestry attraction, with a 11.24x concentration and 129 jobs in this sub-sector, it ranks in the top decile nationally. Near-term succession risk is elevated, with 27.8% of the working-age population within 10 years of retirement age.

The interconnected base across support activities for agriculture and forestry, utilities, and crop production 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
$58,682
vs $80,734 national
GDP
$911M
2024
Unemployment
4.6%
vs 5.2% national
Top Employers by Sector
Manufacturing
1,525
Construction
457
Retail Trade
248
Agriculture, Forestry, Fishing and Hunting
223
Administrative and Support and Waste Management
203
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