STRATAHELM · COMMUNITY AI EXPOSURE & RESILIENCE INDEX

Minnesota — AI workforce exposure by county

CAERI National › Minnesota · 87 counties

Every one of Minnesota's 87 counties is scored on the Community AI Exposure & Resilience Index. Minnesota is a fully published state: county pages carry a researched, state-specific fiscal-transmission analysis alongside the core index. Click any county — on the map or in the table — for its full profile.

Counties by national percentile band

Aitkin — CAERI 34.2 (Bottom 25%, national)Anoka — CAERI 50.3 (50th–75th, national)Becker — CAERI 39.4 (Bottom 25%, national)Beltrami — CAERI 38.7 (Bottom 25%, national)Benton — CAERI 43.3 (25th–50th, national)Big Stone — CAERI 32.9 (Bottom 25%, national)Blue Earth — CAERI 41.3 (Bottom 25%, national)Brown — CAERI 37.6 (Bottom 25%, national)Carlton — CAERI 39.7 (Bottom 25%, national)Carver — CAERI 52.1 (50th–75th, national)Cass — CAERI 46.4 (25th–50th, national)Chippewa — CAERI 39.8 (Bottom 25%, national)Chisago — CAERI 49.8 (25th–50th, national)Clay — CAERI 51.6 (50th–75th, national)Clearwater — CAERI 35.6 (Bottom 25%, national)Cook — CAERI 46.4 (25th–50th, national)Cottonwood — CAERI 48.0 (25th–50th, national)Crow Wing — CAERI 38.0 (Bottom 25%, national)Dakota — CAERI 46.3 (25th–50th, national)Dodge — CAERI 53.0 (50th–75th, national)Douglas — CAERI 34.7 (Bottom 25%, national)Faribault — CAERI 40.3 (Bottom 25%, national)Fillmore — CAERI 55.0 (50th–75th, national)Freeborn — CAERI 40.8 (Bottom 25%, national)Goodhue — CAERI 35.5 (Bottom 25%, national)Grant — CAERI 30.5 (Bottom 25%, national)Hennepin — CAERI 55.8 (50th–75th, national)Houston — CAERI 52.2 (50th–75th, national)Hubbard — CAERI 46.0 (25th–50th, national)Isanti — CAERI 46.3 (25th–50th, national)Itasca — CAERI 35.2 (Bottom 25%, national)Jackson — CAERI 40.2 (Bottom 25%, national)Kanabec — CAERI 34.0 (Bottom 25%, national)Kandiyohi — CAERI 34.0 (Bottom 25%, national)Kittson — CAERI 35.6 (Bottom 25%, national)Koochiching — CAERI 32.4 (Bottom 25%, national)Lac qui Parle — CAERI 30.7 (Bottom 25%, national)Lake — CAERI 35.9 (Bottom 25%, national)Lake of the Woods — CAERI 35.0 (Bottom 25%, national)Le Sueur — CAERI 55.8 (50th–75th, national)Lincoln — CAERI 27.1 (Bottom 25%, national)Lyon — CAERI 44.9 (25th–50th, national)McLeod — CAERI 36.9 (Bottom 25%, national)Mahnomen — CAERI 47.7 (25th–50th, national)Marshall — CAERI 45.6 (25th–50th, national)Martin — CAERI 50.7 (50th–75th, national)Meeker — CAERI 30.8 (Bottom 25%, national)Mille Lacs — CAERI 34.4 (Bottom 25%, national)Morrison — CAERI 32.0 (Bottom 25%, national)Mower — CAERI 36.2 (Bottom 25%, national)Murray — CAERI 31.7 (Bottom 25%, national)Nicollet — CAERI 44.5 (25th–50th, national)Nobles — CAERI 30.1 (Bottom 25%, national)Norman — CAERI 41.7 (Bottom 25%, national)Olmsted — CAERI 66.2 (Top 10%, national)Otter Tail — CAERI 31.8 (Bottom 25%, national)Pennington — CAERI 39.3 (Bottom 25%, national)Pine — CAERI 39.1 (Bottom 25%, national)Pipestone — CAERI 38.5 (Bottom 25%, national)Polk — CAERI 44.3 (25th–50th, national)Pope — CAERI 53.3 (50th–75th, national)Ramsey — CAERI 53.7 (50th–75th, national)Red Lake — CAERI 38.8 (Bottom 25%, national)Redwood — CAERI 41.6 (Bottom 25%, national)Renville — CAERI 37.2 (Bottom 25%, national)Rice — CAERI 41.7 (Bottom 25%, national)Rock — CAERI 41.1 (Bottom 25%, national)Roseau — CAERI 45.3 (25th–50th, national)St. Louis — CAERI 42.9 (25th–50th, national)Scott — CAERI 56.2 (50th–75th, national)Sherburne — CAERI 48.1 (25th–50th, national)Sibley — CAERI 30.2 (Bottom 25%, national)Stearns — CAERI 40.9 (Bottom 25%, national)Steele — CAERI 46.9 (25th–50th, national)Stevens — CAERI 42.0 (Bottom 25%, national)Swift — CAERI 49.3 (25th–50th, national)Todd — CAERI 47.4 (25th–50th, national)Traverse — CAERI 34.8 (Bottom 25%, national)Wabasha — CAERI 50.3 (50th–75th, national)Wadena — CAERI 33.1 (Bottom 25%, national)Waseca — CAERI 41.3 (Bottom 25%, national)Washington — CAERI 51.5 (50th–75th, national)Watonwan — CAERI 51.6 (50th–75th, national)Wilkin — CAERI 45.5 (25th–50th, national)Winona — CAERI 57.1 (50th–75th, national)Wright — CAERI 51.8 (50th–75th, national)Yellow Medicine — CAERI 51.9 (50th–75th, 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 CAERINat'l band State rankConfidence
173 Olmsted 66.2 Top 10% 1High
812 Winona 57.1 50th–75th 2Medium
882 Scott 56.2 50th–75th 4Medium
922 Le Sueur 55.8 50th–75th 11Medium
927 Hennepin 55.8 50th–75th 5High
1018 Fillmore 55.0 50th–75th 3Medium
1138 Ramsey 53.7 50th–75th 6High
1171 Pope 53.3 50th–75th 15Medium
1202 Dodge 53.0 50th–75th 10Medium
1289 Houston 52.2 50th–75th 8Medium
1299 Carver 52.1 50th–75th 20Medium
1321 Yellow Medicine 51.9 50th–75th 12Medium
1332 Wright 51.8 50th–75th 16High
1354 Watonwan 51.6 50th–75th 24Medium
1361 Clay 51.6 50th–75th 14High
1370 Washington 51.5 50th–75th 19Medium
1454 Martin 50.7 50th–75th 9Medium
1518 Anoka 50.3 50th–75th 13High
1520 Wabasha 50.3 50th–75th 17Medium
1582 Chisago 49.8 25th–50th 7High
1618 Swift 49.3 25th–50th 25Medium
1737 Sherburne 48.1 25th–50th 18High
1744 Cottonwood 48.0 25th–50th 31Medium
1774 Mahnomen 47.7 25th–50th 34Low
1805 Todd 47.4 25th–50th 39High
1862 Steele 46.9 25th–50th 22Medium
1938 Cook 46.4 25th–50th 35Low
1939 Cass 46.4 25th–50th 28Medium
1947 Dakota 46.3 25th–50th 44High
1956 Isanti 46.3 25th–50th 21High
1995 Hubbard 46.0 25th–50th 23Medium
2027 Marshall 45.6 25th–50th 26Medium
2044 Wilkin 45.5 25th–50th 29Medium
2053 Roseau 45.3 25th–50th 43Medium
2098 Lyon 44.9 25th–50th 30Medium
2162 Nicollet 44.5 25th–50th 37Medium
2179 Polk 44.3 25th–50th 27Medium
2273 Benton 43.3 25th–50th 32High
2314 St. Louis 42.9 25th–50th 33High
2407 Stevens 42.0 Bottom 25% 48Medium
2439 Norman 41.7 Bottom 25% 51Low
2449 Rice 41.7 Bottom 25% 42High
2464 Redwood 41.6 Bottom 25% 40Medium
2485 Waseca 41.3 Bottom 25% 52Medium
2486 Blue Earth 41.3 Bottom 25% 38High
2503 Rock 41.1 Bottom 25% 49Low
2532 Stearns 40.9 Bottom 25% 45High
2540 Freeborn 40.8 Bottom 25% 41Medium
2581 Faribault 40.3 Bottom 25% 50Medium
2591 Jackson 40.2 Bottom 25% 59Medium
2615 Chippewa 39.8 Bottom 25% 54Medium
2632 Carlton 39.7 Bottom 25% 36Medium
2654 Becker 39.4 Bottom 25% 47Medium
2670 Pennington 39.3 Bottom 25% 62Medium
2685 Pine 39.1 Bottom 25% 61High
2705 Red Lake 38.8 Bottom 25% 56Low
2709 Beltrami 38.7 Bottom 25% 46Medium
2729 Pipestone 38.5 Bottom 25% 53Medium
2758 Crow Wing 38.0 Bottom 25% 55High
2790 Brown 37.6 Bottom 25% 60Medium
2815 Renville 37.2 Bottom 25% 68Medium
2841 McLeod 36.9 Bottom 25% 57High
2876 Mower 36.2 Bottom 25% 58High
2897 Lake 35.9 Bottom 25% 72Medium
2912 Kittson 35.6 Bottom 25% 65Low
2913 Clearwater 35.6 Bottom 25% 66Medium
2920 Goodhue 35.5 Bottom 25% 64High
2935 Itasca 35.2 Bottom 25% 70Medium
2946 Lake of the Woods 35.0 Bottom 25% 81Medium
2959 Traverse 34.8 Bottom 25% 74Low
2965 Douglas 34.7 Bottom 25% 69Medium
2976 Mille Lacs 34.4 Bottom 25% 67High
2982 Aitkin 34.2 Bottom 25% 63Medium
2988 Kandiyohi 34.0 Bottom 25% 75High
2990 Kanabec 34.0 Bottom 25% 71Medium
3018 Wadena 33.1 Bottom 25% 76Medium
3026 Big Stone 32.9 Bottom 25% 73Medium
3044 Koochiching 32.4 Bottom 25% 77Medium
3056 Morrison 32.0 Bottom 25% 78High
3064 Otter Tail 31.8 Bottom 25% 79Medium
3067 Murray 31.7 Bottom 25% 83Medium
3084 Meeker 30.8 Bottom 25% 84Medium
3085 Lac qui Parle 30.7 Bottom 25% 82Low
3097 Grant 30.5 Bottom 25% 86Medium
3102 Sibley 30.2 Bottom 25% 85Medium
3105 Nobles 30.1 Bottom 25% 80Medium
3134 Lincoln 27.1 Bottom 25% 87Low
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