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Iowa — AI workforce exposure by county

CAERI National › Iowa · 99 counties

Every one of Iowa's 99 counties is scored on the Community AI Exposure & Resilience Index, built entirely from public federal data. Click any county — on the map or in the table — for its full profile. County pages carry a neutral, data-only fiscal summary; a researched state-specific fiscal analysis is part of the subscription.

Counties by national percentile band

Adair — CAERI 42.0 (Bottom 25%, national)Adams — CAERI 39.0 (Bottom 25%, national)Allamakee — CAERI 36.0 (Bottom 25%, national)Appanoose — CAERI 39.6 (Bottom 25%, national)Audubon — CAERI 35.6 (Bottom 25%, national)Benton — CAERI 53.1 (50th–75th, national)Black Hawk — CAERI 43.1 (25th–50th, national)Boone — CAERI 56.5 (50th–75th, national)Bremer — CAERI 42.9 (25th–50th, national)Buchanan — CAERI 40.7 (Bottom 25%, national)Buena Vista — CAERI 27.1 (Bottom 25%, national)Butler — CAERI 47.0 (25th–50th, national)Calhoun — CAERI 44.5 (25th–50th, national)Carroll — CAERI 49.6 (25th–50th, national)Cass — CAERI 44.1 (25th–50th, national)Cedar — CAERI 53.5 (50th–75th, national)Cerro Gordo — CAERI 38.4 (Bottom 25%, national)Cherokee — CAERI 37.7 (Bottom 25%, national)Chickasaw — CAERI 42.8 (25th–50th, national)Clarke — CAERI 29.1 (Bottom 25%, national)Clay — CAERI 43.8 (25th–50th, national)Clayton — CAERI 45.6 (25th–50th, national)Clinton — CAERI 35.5 (Bottom 25%, national)Crawford — CAERI 48.3 (25th–50th, national)Dallas — CAERI 64.2 (Top 10%, national)Davis — CAERI 47.6 (25th–50th, national)Decatur — CAERI 42.0 (Bottom 25%, national)Delaware — CAERI 40.5 (Bottom 25%, national)Des Moines — CAERI 37.1 (Bottom 25%, national)Dickinson — CAERI 39.2 (Bottom 25%, national)Dubuque — CAERI 47.2 (25th–50th, national)Emmet — CAERI 25.5 (Bottom 25%, national)Fayette — CAERI 41.8 (Bottom 25%, national)Floyd — CAERI 47.9 (25th–50th, national)Franklin — CAERI 43.2 (25th–50th, national)Fremont — CAERI 38.9 (Bottom 25%, national)Greene — CAERI 48.7 (25th–50th, national)Grundy — CAERI 56.4 (50th–75th, national)Guthrie — CAERI 54.4 (50th–75th, national)Hamilton — CAERI 48.0 (25th–50th, national)Hancock — CAERI 50.1 (50th–75th, national)Hardin — CAERI 39.8 (Bottom 25%, national)Harrison — CAERI 59.1 (75th–90th, national)Henry — CAERI 37.9 (Bottom 25%, national)Howard — CAERI 44.6 (25th–50th, national)Humboldt — CAERI 34.0 (Bottom 25%, national)Ida — CAERI 35.6 (Bottom 25%, national)Iowa — CAERI 41.4 (Bottom 25%, national)Jackson — CAERI 41.4 (Bottom 25%, national)Jasper — CAERI 51.2 (50th–75th, national)Jefferson — CAERI 45.5 (25th–50th, national)Johnson — CAERI 61.4 (75th–90th, national)Jones — CAERI 46.1 (25th–50th, national)Keokuk — CAERI 45.3 (25th–50th, national)Kossuth — CAERI 35.0 (Bottom 25%, national)Lee — CAERI 49.9 (50th–75th, national)Linn — CAERI 53.3 (50th–75th, national)Louisa — CAERI 35.4 (Bottom 25%, national)Lucas — CAERI 40.6 (Bottom 25%, national)Lyon — CAERI 42.4 (Bottom 25%, national)Madison — CAERI 54.2 (50th–75th, national)Mahaska — CAERI 35.4 (Bottom 25%, national)Marion — CAERI 49.4 (25th–50th, national)Marshall — CAERI 44.6 (25th–50th, national)Mills — CAERI 40.8 (Bottom 25%, national)Mitchell — CAERI 40.3 (Bottom 25%, national)Monona — CAERI 39.2 (Bottom 25%, national)Monroe — CAERI 41.4 (Bottom 25%, national)Montgomery — CAERI 46.8 (25th–50th, national)Muscatine — CAERI 44.9 (25th–50th, national)O'Brien — CAERI 40.7 (Bottom 25%, national)Osceola — CAERI 46.4 (25th–50th, national)Page — CAERI 40.3 (Bottom 25%, national)Palo Alto — CAERI 32.1 (Bottom 25%, national)Plymouth — CAERI 47.9 (25th–50th, national)Pocahontas — CAERI 37.6 (Bottom 25%, national)Polk — CAERI 52.9 (50th–75th, national)Pottawattamie — CAERI 45.5 (25th–50th, national)Poweshiek — CAERI 44.0 (25th–50th, national)Ringgold — CAERI 46.1 (25th–50th, national)Sac — CAERI 33.8 (Bottom 25%, national)Scott — CAERI 51.1 (50th–75th, national)Shelby — CAERI 45.0 (25th–50th, national)Sioux — CAERI 43.1 (25th–50th, national)Story — CAERI 54.5 (50th–75th, national)Tama — CAERI 45.0 (25th–50th, national)Taylor — CAERI 37.0 (Bottom 25%, national)Union — CAERI 28.2 (Bottom 25%, national)Van Buren — CAERI 37.1 (Bottom 25%, national)Wapello — CAERI 30.8 (Bottom 25%, national)Warren — CAERI 54.2 (50th–75th, national)Washington — CAERI 56.4 (50th–75th, national)Wayne — CAERI 37.0 (Bottom 25%, national)Webster — CAERI 36.8 (Bottom 25%, national)Winnebago — CAERI 34.2 (Bottom 25%, national)Winneshiek — CAERI 34.9 (Bottom 25%, national)Woodbury — CAERI 45.5 (25th–50th, national)Worth — CAERI 31.1 (Bottom 25%, national)Wright — CAERI 41.9 (Bottom 25%, national)
Top 10%75th–90th50th–75th25th–50thBottom 25%
Shaded by national percentile band — relative standing among all U.S. counties, not a condition. Grey = not scored (no general-purpose county government).
US rankCounty / equivalent CAERINat'l band State rankConfidence
282 Dallas 64.2 Top 10% 2Medium
462 Johnson 61.4 75th–90th 15Medium
646 Harrison 59.1 75th–90th 1Medium
862 Boone 56.5 50th–75th 7Medium
873 Washington 56.4 50th–75th 14Medium
875 Grundy 56.4 50th–75th 12Low
1076 Story 54.5 50th–75th 3High
1080 Guthrie 54.4 50th–75th 6Low
1102 Madison 54.2 50th–75th 9Low
1108 Warren 54.2 50th–75th 16Medium
1166 Cedar 53.5 50th–75th 4Medium
1188 Linn 53.3 50th–75th 8High
1210 Benton 53.1 50th–75th 11Medium
1233 Polk 52.9 50th–75th 10High
1406 Jasper 51.2 50th–75th 5Medium
1420 Scott 51.1 50th–75th 13High
1535 Hancock 50.1 50th–75th 49Medium
1556 Lee 49.9 50th–75th 26Medium
1590 Carroll 49.6 25th–50th 20Medium
1611 Marion 49.4 25th–50th 17Medium
1677 Greene 48.7 25th–50th 18Medium
1727 Crawford 48.3 25th–50th 43High
1756 Hamilton 48.0 25th–50th 51Medium
1766 Floyd 47.9 25th–50th 27Medium
1768 Plymouth 47.9 25th–50th 41High
1805 Davis 47.6 25th–50th 21Low
1846 Dubuque 47.2 25th–50th 30Medium
1870 Butler 47.0 25th–50th 23Medium
1887 Montgomery 46.8 25th–50th 25Medium
1934 Osceola 46.4 25th–50th 55Medium
1972 Ringgold 46.1 25th–50th 28Low
1976 Jones 46.1 25th–50th 24Low
2032 Clayton 45.6 25th–50th 29Medium
2034 Woodbury 45.5 25th–50th 33High
2038 Jefferson 45.5 25th–50th 36Medium
2041 Pottawattamie 45.5 25th–50th 22High
2069 Keokuk 45.3 25th–50th 31Medium
2095 Shelby 45.0 25th–50th 35Medium
2104 Tama 45.0 25th–50th 50Medium
2113 Muscatine 44.9 25th–50th 44High
2136 Marshall 44.6 25th–50th 47High
2137 Howard 44.6 25th–50th 68Medium
2143 Calhoun 44.5 25th–50th 38Medium
2187 Cass 44.1 25th–50th 40Medium
2196 Poweshiek 44.0 25th–50th 48Medium
2221 Clay 43.8 25th–50th 59Medium
2288 Franklin 43.2 25th–50th 45Medium
2300 Sioux 43.1 25th–50th 32Medium
2302 Black Hawk 43.1 25th–50th 19High
2321 Bremer 42.9 25th–50th 37Medium
2331 Chickasaw 42.8 25th–50th 67Medium
2363 Lyon 42.4 Bottom 25% 52Medium
2398 Decatur 42.0 Bottom 25% 39Medium
2401 Adair 42.0 Bottom 25% 42Low
2405 Wright 41.9 Bottom 25% 57Medium
2420 Fayette 41.8 Bottom 25% 34Medium
2453 Jackson 41.4 Bottom 25% 56Medium
2456 Iowa 41.4 Bottom 25% 54Medium
2461 Monroe 41.4 Bottom 25% 46Low
2516 Mills 40.8 Bottom 25% 53Medium
2525 Buchanan 40.7 Bottom 25% 66Medium
2526 O'Brien 40.7 Bottom 25% 60Medium
2535 Lucas 40.6 Bottom 25% 65Medium
2539 Delaware 40.5 Bottom 25% 79Medium
2548 Page 40.3 Bottom 25% 63Medium
2556 Mitchell 40.3 Bottom 25% 78Medium
2596 Hardin 39.8 Bottom 25% 58Medium
2612 Appanoose 39.6 Bottom 25% 64Medium
2644 Dickinson 39.2 Bottom 25% 69Medium
2648 Monona 39.2 Bottom 25% 62Low
2668 Adams 39.0 Bottom 25% 61Low
2670 Fremont 38.9 Bottom 25% 73Low
2724 Cerro Gordo 38.4 Bottom 25% 76High
2758 Henry 37.9 Bottom 25% 71Medium
2770 Cherokee 37.7 Bottom 25% 70Medium
2779 Pocahontas 37.6 Bottom 25% 74Medium
2808 Des Moines 37.1 Bottom 25% 82Medium
2810 Van Buren 37.1 Bottom 25% 85Low
2812 Taylor 37.0 Bottom 25% 75Medium
2816 Wayne 37.0 Bottom 25% 81Low
2825 Webster 36.8 Bottom 25% 80High
2870 Allamakee 36.0 Bottom 25% 86Medium
2891 Audubon 35.6 Bottom 25% 77Low
2893 Ida 35.6 Bottom 25% 87Medium
2903 Clinton 35.5 Bottom 25% 91Medium
2906 Mahaska 35.4 Bottom 25% 88Medium
2910 Louisa 35.4 Bottom 25% 72Medium
2933 Kossuth 35.0 Bottom 25% 92Medium
2942 Winneshiek 34.9 Bottom 25% 93Medium
2970 Winnebago 34.2 Bottom 25% 95Medium
2981 Humboldt 34.0 Bottom 25% 89Medium
2991 Sac 33.8 Bottom 25% 84Medium
3053 Palo Alto 32.1 Bottom 25% 83Medium
3085 Worth 31.1 Bottom 25% 94Low
3093 Wapello 30.8 Bottom 25% 90Medium
3116 Clarke 29.1 Bottom 25% 96Medium
3125 Union 28.2 Bottom 25% 97Low
3131 Buena Vista 27.1 Bottom 25% 99Medium
3136 Emmet 25.5 Bottom 25% 98Medium
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