Live Federal Data

Carroll County, Iowa

FIPS 19027 · Carroll, IA · Pop. 20,594
9 Sources May 19, 2026
$72,930
Median Income
$80,734 national
2.4%
Unemployment
5.2% national
10,828
Labor Force
24.0%
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
$72,930
Per Capita
$40,939
Mean Household
$93,964
Poverty Rate
7.9%
Median Income Comparison
Carroll County$72,930
Iowa$75,059
National$80,734

Population Profile

Source: Census Bureau ACS 2024 · Tables B01001, B02001, B03003 · Median Age: 41
65+: 21.2% (4,361 residents) 55-64: 14.0% (2,876 residents) 35-54: 21.7% (4,473 residents) 18-34: 18.8% (3,864 residents) Under 18: 24.4% (5,020 residents) 41 Median Age
Cohorts
Under 18 · 24.4%
18-34 · 18.8%
35-54 · 21.7%
55-64 · 14.0%
65+ · 21.2%
Race & Ethnicity
White92.9%
Black or African American0.7%
Asian0.2%
Hispanic or Latino(any race)3.5%
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+
95.2%
High School+
National: 89.6%
▲ +5.6 pts
24.0%
Bachelor's+
National: 35.7%
▼ 11.7 pts
6.1%
Graduate+
National: 14.1%
▼ 8.0 pts

Employment Overview

Source: U.S. Census Bureau · American Community Survey 2024 5-Year Estimates
20,594
Population
10,828
Labor Force
Employed
10,631
Unemployment Rate BLS LAUS 2025 annual
2.4% ▲ +0.2 pts YoY
Mean Commute 11 min below national avg
15.7 min
Work From Home vs 15.1% national
7.3%
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
1Manufacturing
1,514 22.6%
$64,344
2Retail Trade
1,388 20.7%
$34,832
3Wholesale Trade
1,058 15.8%
$61,809
4Accommodation and Food Services
735 10.9%
$17,785
5Finance and Insurance
660 9.8%
$80,143
6Construction
405 6.0%
$57,376
7Transportation and Warehousing
393 5.9%
$57,464
8Other Services (except Public Administration)
245 3.6%
$39,808
9Professional, Scientific, and Technical Services
192 2.9%
$58,692
10Administrative and Support and Waste Management
123 1.8%
$42,273
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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).
Merchant Wholesalers, Nondurable Goods
4.82x
753
Beverage and Tobacco Product Manufacturing
2.92x
69
Truck Transportation
2.80x
300
Gasoline Stations and Fuel Dealers
2.71x
201
Insurance Carriers and Related Activities
2.26x
415
Transportation Equipment Manufacturing
2.09x
262
Nursing and Residential Care Facilities
1.99x
467
Food Manufacturing
1.58x
198

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
753
Cluster Employment
4.82x
Peak LQ
Concentrated Sub-Sectors
Merchant Wholesalers, Nondurable Goods
4.82x 753
Beverage and Tobacco Product Manufacturing
2.92x 69
Truck Transportation
2.80x 300
Gasoline Stations and Fuel Dealers
2.71x 201
Insurance Carriers and Related Activities
2.26x 415
Transportation Equipment Manufacturing
2.09x 262
Nursing and Residential Care Facilities
1.99x 467
Food Manufacturing
1.58x 198

Attraction Opportunities

LQ < 0.5 with ≥ 50 employed, realistic diversification targets. Source: BLS QCEW
0.15x
Administrative and Support Services
90 employed
0.25x
Professional, Scientific, and Technical Services
192 employed
0.31x
Management of Companies and Enterprises
57 employed
0.46x
Accommodation
63 employed
Key Takeaways
Generated from BLS QCEW sub-sector Location Quotients.
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Carroll 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
$176,000
Median Home Value vs 2019
$731
Rent/Mo
77.1%
Owner-Occ
7.9%
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
$775/mo
1 Bedroom
$788/mo
2 Bedroom
$919/mo
3 Bedroom
$1,162/mo
4 Bedroom
$1,217/mo
30% of monthly median household income (~$1,823/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
11,213
Working Age (18-64) vs 2019
Mean Commute 11 min below national avg
15.7 min
Work From Home vs 15.1% national
7.3%
Prime-Age Employed (25-54)
86.9%
of prime-age population
Labor force participation rate: 96.6% of working-age population (18-64) 97% Participation
▲ vs 2019

Education & Talent Pipeline

Source: Census ACS 2024 · Table B15003 · College Scorecard
Bachelor's+
24.0%
HS Diploma+
95.2%
Local Institutions
Total credentials awarded
28,295/yr
University of Iowa 9,271/yr
Iowa State University 8,469/yr
Des Moines Area Community College 4,028/yr
University of Northern Iowa 2,755/yr
Kirkwood Community College 2,365/yr
Iowa Western Community College 1,407/yr

Aging Workforce

Source: Census Bureau ACS · Derived from age & employment tables
25.6%
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
33.4%
Service
15.1%
Sales & Office
21.2%
Construction / Maint.
10.0%
Production / Transport
20.3%
Bars scaled 2× for visual differentiation; percentage labels show actual share of 10,631 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

Carroll County shows meaningful potential for merchant wholesalers, nondurable goods attraction, with a 4.82x concentration and 753 jobs in this sub-sector. Near-term succession risk is elevated, with 25.6% of the working-age population within 10 years of retirement age.

The interconnected base across merchant wholesalers, nondurable goods, beverage and tobacco product manufacturing, and truck transportation 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
$72,930
vs $80,734 national
Labor Force
10,828
Unemployment
2.4%
vs 5.2% national
Top Employers by Sector
Manufacturing
1,514
Retail Trade
1,388
Wholesale Trade
1,058
Accommodation and Food Services
735
Finance and Insurance
660
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