Note: Data is at the county level and all data comes from the EM data infrastructure dashboard (link below)
https://dspgtools.shinyapps.io/EM-Data-Infrastructure//

Financial Capital

City RRCI Rank County Commerce Index Agriculture Index Diversification Index Employment Index Well-Being Index
Sioux City 1 Woodbury 2.5 2.50 1.5 3.75 2.00
Mason City 2 Cerro Gordo 5.0 2.25 2.0 3.25 2.14
Fort Dodge 3 Webster 3.5 3.25 1.5 2.50 1.57
Dubuque 4 Dubuque 2.5 2.75 1.0 3.25 3.43
Ames 5 Story 1.5 2.50 1.5 4.00 3.57
Iowa City 6 Johnson 1.5 2.25 3.0 4.00 3.86
Ottumwa 7 Wapello 1.5 1.00 3.5 1.75 1.29
Council Bluffs 8 Pottawattamie 1.5 2.50 2.0 2.75 2.57
Marshalltown 9 Marshall 2.5 2.75 4.0 2.50 3.00
Cedar Rapids 10 Linn 3.0 2.00 1.0 3.50 3.43
Atlantic 11 Cass 4.0 2.75 2.0 3.25 2.14
Carroll 12 Carroll 4.5 4.50 2.0 4.75 4.00
Decorah 13 Winneshiek 4.5 2.75 1.5 3.25 5.00
Clinton 14 Clinton 3.0 2.75 3.5 1.50 1.71
Muscatine 15 Muscatine 2.0 2.25 5.0 3.25 3.57
Fairfield 16 Jefferson 3.0 1.25 1.0 3.25 1.86
Bettendorf 17 Scott 3.0 2.50 1.0 2.75 3.00
Harlan 18 Shelby 3.5 4.25 2.5 4.00 3.71
Boone 19 Boone 3.0 2.50 1.5 3.50 4.43
Spencer 20 Clay 3.5 3.75 2.0 3.25 3.00
Burlington 21 Des Moines 3.0 1.50 3.5 2.25 1.57
Knoxville 22 Marion 3.0 1.25 5.0 3.50 3.71
Charles City 23 Floyd 2.0 3.50 4.5 1.75 1.57
Winterset 24 Madison 4.0 1.75 1.5 2.00 4.14
Spirit Lake 25 Dickinson 5.0 3.00 2.5 2.75 4.29
Newton 26 Jasper 2.5 2.00 2.5 1.75 2.71
Algona 27 Kossuth 3.5 4.75 2.5 3.75 3.86
Cedar Falls 28 Black Hawk 2.0 2.50 2.0 3.25 2.00
Des Moines 29 Polk 3.0 2.00 1.0 3.25 3.29
Mount Pleasant 30 Henry 1.5 2.50 4.0 2.25 2.57

Human Capital

City RRCI Rank County Education Index Health Index Childcare Index Despair Index
Sioux City 1 Woodbury 1.33 3.8 2.00 3.75
Mason City 2 Cerro Gordo 2.00 4.6 2.67 3.50
Fort Dodge 3 Webster 1.33 3.8 2.00 3.75
Dubuque 4 Dubuque 2.33 4.0 2.67 2.75
Ames 5 Story 5.00 3.6 4.33 2.00
Iowa City 6 Johnson 4.33 3.0 4.33 1.75
Ottumwa 7 Wapello 1.00 3.8 2.00 4.75
Council Bluffs 8 Pottawattamie 1.00 3.4 2.33 4.00
Marshalltown 9 Marshall 1.00 2.8 2.33 4.00
Cedar Rapids 10 Linn 3.33 3.8 3.67 3.00
Atlantic 11 Cass 2.00 4.2 2.33 3.75
Carroll 12 Carroll 4.00 2.6 4.00 2.00
Decorah 13 Winneshiek 5.00 2.8 4.67 1.00
Clinton 14 Clinton 3.67 3.6 1.00 4.00
Muscatine 15 Muscatine 1.33 2.6 1.67 2.50
Fairfield 16 Jefferson 2.67 2.6 1.67 3.75
Bettendorf 17 Scott 3.33 3.0 2.00 3.50
Harlan 18 Shelby 2.67 2.8 4.00 2.75
Boone 19 Boone 4.67 3.8 4.00 2.75
Spencer 20 Clay 4.00 3.4 3.33 2.75
Burlington 21 Des Moines 3.33 3.6 1.67 4.25
Knoxville 22 Marion 4.00 2.6 3.00 2.25
Charles City 23 Floyd 1.00 2.6 2.33 2.50
Winterset 24 Madison 4.33 2.6 4.00 2.25
Spirit Lake 25 Dickinson 4.33 2.8 4.00 3.00
Newton 26 Jasper 4.00 3.6 3.00 4.50
Algona 27 Kossuth 4.33 2.8 4.00 1.75
Cedar Falls 28 Black Hawk 1.33 2.8 2.67 3.00
Des Moines 29 Polk 2.33 4.0 3.00 3.50
Mount Pleasant 30 Henry 4.33 2.8 3.67 4.00

Natural Capital

City RRCI Rank County Dependency Index Land Index Water Index Air Index Vulnerability Index
Sioux City 1 Woodbury 1.28 1.33 3.75 4.33 3.75
Mason City 2 Cerro Gordo 3.13 1.67 3.25 3.33 2.25
Fort Dodge 3 Webster NA 2.00 2.75 3.67 2.75
Dubuque 4 Dubuque 1.30 2.67 3.25 3.67 2.50
Ames 5 Story 2.52 1.67 2.75 4.00 3.50
Iowa City 6 Johnson 0.49 2.00 4.00 4.00 3.50
Ottumwa 7 Wapello 0.92 2.33 2.75 3.67 3.75
Council Bluffs 8 Pottawattamie NA 1.67 3.75 4.00 3.75
Marshalltown 9 Marshall 0.70 1.67 2.00 3.33 3.50
Cedar Rapids 10 Linn 0.13 1.67 3.75 3.67 3.00
Atlantic 11 Cass 4.03 1.33 1.25 4.00 2.50
Carroll 12 Carroll 13.23 NA 2.25 3.00 2.00
Decorah 13 Winneshiek 10.66 2.67 2.25 2.67 1.75
Clinton 14 Clinton 1.04 2.33 3.25 3.00 3.00
Muscatine 15 Muscatine 1.50 2.00 4.25 3.00 3.25
Fairfield 16 Jefferson 7.97 2.00 2.00 3.00 2.75
Bettendorf 17 Scott 0.66 1.67 4.00 3.67 3.00
Harlan 18 Shelby 2.34 2.33 1.50 2.00 2.00
Boone 19 Boone 7.50 2.33 1.75 3.67 2.75
Spencer 20 Clay 15.61 1.67 3.00 3.67 2.25
Burlington 21 Des Moines NA 2.33 3.75 3.67 3.75
Knoxville 22 Marion 2.54 2.00 2.75 3.33 4.00
Charles City 23 Floyd 2.40 2.67 2.50 4.00 2.00
Winterset 24 Madison 9.37 2.00 2.00 3.33 2.25
Spirit Lake 25 Dickinson 9.18 1.00 3.25 3.00 2.25
Newton 26 Jasper 8.78 1.67 2.50 4.00 3.50
Algona 27 Kossuth 13.75 2.33 2.75 3.00 2.00
Cedar Falls 28 Black Hawk 0.80 1.67 3.50 4.00 3.50
Des Moines 29 Polk 0.31 1.67 4.00 4.67 3.75
Mount Pleasant 30 Henry 5.70 3.00 2.00 3.00 2.75

Social Capital

City RRCI Rank County Isolation Index Social Engagement Index
Sioux City 1 Woodbury 2.83 2.25
Mason City 2 Cerro Gordo 3.00 3.00
Fort Dodge 3 Webster 3.00 2.25
Dubuque 4 Dubuque 1.67 3.25
Ames 5 Story 2.33 3.00
Iowa City 6 Johnson 2.00 3.25
Ottumwa 7 Wapello 3.83 1.75
Council Bluffs 8 Pottawattamie 2.67 2.25
Marshalltown 9 Marshall 2.50 2.25
Cedar Rapids 10 Linn 1.83 3.75
Atlantic 11 Cass 4.17 3.50
Carroll 12 Carroll 2.50 4.25
Decorah 13 Winneshiek 2.00 3.75
Clinton 14 Clinton 3.33 2.75
Muscatine 15 Muscatine 2.50 3.00
Fairfield 16 Jefferson 2.83 3.00
Bettendorf 17 Scott 2.50 2.75
Harlan 18 Shelby NA 3.75
Boone 19 Boone 1.67 3.00
Spencer 20 Clay 2.67 3.75
Burlington 21 Des Moines 3.17 2.50
Knoxville 22 Marion 2.17 3.75
Charles City 23 Floyd 4.17 3.25
Winterset 24 Madison NA 3.75
Spirit Lake 25 Dickinson NA 3.25
Newton 26 Jasper 2.67 3.25
Algona 27 Kossuth NA 4.00
Cedar Falls 28 Black Hawk 2.33 2.75
Des Moines 29 Polk 2.00 3.75
Mount Pleasant 30 Henry 3.17 2.50

Cultural Capital

City RRCI Rank County Cultural Gini-Simpson Index Ancestry Gini-Simpson Index
Sioux City 1 Woodbury 0.88 0.75
Mason City 2 Cerro Gordo 0.87 0.82
Fort Dodge 3 Webster 0.88 0.83
Dubuque 4 Dubuque 0.69 0.71
Ames 5 Story 0.88 0.83
Iowa City 6 Johnson 0.88 0.84
Ottumwa 7 Wapello 0.89 0.82
Council Bluffs 8 Pottawattamie 0.89 0.82
Marshalltown 9 Marshall 0.88 0.72
Cedar Rapids 10 Linn 0.88 0.82
Atlantic 11 Cass 0.87 0.83
Carroll 12 Carroll 0.77 0.46
Decorah 13 Winneshiek 0.77 0.79
Clinton 14 Clinton 0.87 0.78
Muscatine 15 Muscatine 0.87 0.77
Fairfield 16 Jefferson 0.90 0.82
Bettendorf 17 Scott 0.88 0.79
Harlan 18 Shelby 0.86 0.72
Boone 19 Boone 0.88 0.85
Spencer 20 Clay 0.88 0.78
Burlington 21 Des Moines 0.89 0.80
Knoxville 22 Marion 0.85 0.84
Charles City 23 Floyd 0.84 0.76
Winterset 24 Madison 0.87 0.83
Spirit Lake 25 Dickinson 0.85 0.78
Newton 26 Jasper 0.89 0.86
Algona 27 Kossuth 0.83 0.68
Cedar Falls 28 Black Hawk 0.90 0.79
Des Moines 29 Polk 0.89 0.83
Mount Pleasant 30 Henry 0.85 0.81

Built Capital

City RRCI Rank County Housing Index Telecommunications Index Transportation Index Education Facility Index Emergency Index Convention Index
Sioux City 1 Woodbury 3.2 3.33 3.00 2.75 2.58 2.51
Mason City 2 Cerro Gordo 2.2 3.17 3.25 2.00 2.50 3.41
Fort Dodge 3 Webster 2.0 2.50 2.50 2.75 3.50 3.36
Dubuque 4 Dubuque 3.2 3.67 4.00 2.75 2.83 1.65
Ames 5 Story 3.8 3.33 3.50 2.00 2.75 2.10
Iowa City 6 Johnson 4.0 4.17 3.75 2.75 2.33 1.61
Ottumwa 7 Wapello 2.4 3.83 3.00 3.00 2.08 4.15
Council Bluffs 8 Pottawattamie 3.4 3.17 4.00 2.75 2.42 2.10
Marshalltown 9 Marshall 2.6 4.00 3.50 2.75 2.92 3.72
Cedar Rapids 10 Linn 3.6 4.00 4.75 3.25 1.83 1.92
Atlantic 11 Cass 2.6 4.00 3.50 2.50 3.75 3.79
Carroll 12 Carroll 3.4 3.00 3.00 2.25 3.00 3.44
Decorah 13 Winneshiek 3.2 3.67 2.50 2.75 2.92 4.90
Clinton 14 Clinton 2.6 3.50 4.00 2.50 2.33 2.54
Muscatine 15 Muscatine 2.8 3.83 3.50 3.25 2.17 2.25
Fairfield 16 Jefferson 2.6 3.00 1.75 1.75 3.08 4.98
Bettendorf 17 Scott 3.2 3.67 4.25 2.25 3.00 2.55
Harlan 18 Shelby 3.2 2.67 2.25 2.00 3.33 3.99
Boone 19 Boone 3.2 3.50 2.00 3.50 2.08 3.66
Spencer 20 Clay 2.6 3.33 2.00 3.25 2.92 4.50
Burlington 21 Des Moines 2.8 3.67 2.50 2.00 2.50 2.44
Knoxville 22 Marion 3.4 3.17 2.75 3.25 2.67 4.42
Charles City 23 Floyd 2.8 2.83 3.00 2.00 3.00 4.41
Winterset 24 Madison 3.8 3.17 1.75 2.00 2.67 2.73
Spirit Lake 25 Dickinson 3.0 3.67 2.25 2.00 2.50 3.13
Newton 26 Jasper 3.2 3.67 3.50 1.75 2.58 3.07
Algona 27 Kossuth 2.6 3.83 2.25 2.25 3.08 4.42
Cedar Falls 28 Black Hawk 3.2 3.67 4.50 2.75 1.92 2.46
Des Moines 29 Polk 3.8 3.67 4.50 2.75 2.08 2.48
Mount Pleasant 30 Henry 3.2 3.67 3.50 4.00 2.83 3.01

Political Capital

City RRCI Rank County Political Index
Sioux City 1 Woodbury 1
Mason City 2 Cerro Gordo 4
Fort Dodge 3 Webster 2
Dubuque 4 Dubuque 3
Ames 5 Story 4
Iowa City 6 Johnson 3
Ottumwa 7 Wapello 1
Council Bluffs 8 Pottawattamie 1
Marshalltown 9 Marshall 1
Cedar Rapids 10 Linn 3
Atlantic 11 Cass 5
Carroll 12 Carroll 5
Decorah 13 Winneshiek 5
Clinton 14 Clinton 3
Muscatine 15 Muscatine 1
Fairfield 16 Jefferson 3
Bettendorf 17 Scott 2
Harlan 18 Shelby 5
Boone 19 Boone 4
Spencer 20 Clay 4
Burlington 21 Des Moines 3
Knoxville 22 Marion 4
Charles City 23 Floyd 4
Winterset 24 Madison 4
Spirit Lake 25 Dickinson 5
Newton 26 Jasper 3
Algona 27 Kossuth 5
Cedar Falls 28 Black Hawk 2
Des Moines 29 Polk 2
Mount Pleasant 30 Henry 2