What is the supply and demand of individual credentials across states?

State Credential Type Supply/Demand Category Credentials
Demanded Earned
South Dakota Software No Data 145 No Data
Washington Software No Data 1,824 No Data
Oklahoma Software Moderately Undersupplied 598 345
New York Software No Data 4,569 No Data
West Virginia Software No Data 121 No Data
Pennsylvania Software Very Undersupplied 2,771 5
Illinois Software No Data 2,515 No Data
Florida Software Moderately Oversupplied 4,209 6,087
District of Columbia Software No Data 396 No Data
Alaska Software Very Undersupplied 205 28
New Jersey Software Very Undersupplied 1,083 404
Arizona Software No Data 1,456 No Data
National Software Very Undersupplied 68,861 15,535
Massachusetts Software Very Undersupplied 1,542 170
New Hampshire Software No Data 169 No Data
Oregon Software Very Undersupplied 1,480 51
New Mexico Software Very Undersupplied 268 59
North Carolina Software Supply meets demand 2,438 2,840
North Dakota Software No Data 182 No Data
Delaware Software No Data 57 No Data
Ohio Software Very Undersupplied 2,186 181
Minnesota Software No Data 1,920 No Data
Idaho Software No Data 334 No Data
Arkansas Software Very Undersupplied 475 128
Kentucky Software Moderately Undersupplied 671 300
Wisconsin Software Very Undersupplied 1,990 61
Kansas Software Very Undersupplied 430 0
Texas Software Moderately Undersupplied 5,714 2,311
Wyoming Software Very Undersupplied 73 8
Mississippi Software Very Undersupplied 281 0
Alabama Software Moderately Undersupplied 644 434
Connecticut Software No Data 432 No Data
Vermont Software Very Undersupplied 86 0
Nevada Software No Data 788 No Data
Tennessee Software Very Undersupplied 990 0
Louisiana Software Moderately Undersupplied 629 413
Indiana Software Very Undersupplied 1,044 123
Nebraska Software No Data 352 No Data
South Carolina Software Moderately Undersupplied 514 211
Colorado Software Very Undersupplied 1,867 62
Virginia Software Moderately Undersupplied 1,718 1,016
Iowa Software No Data 620 No Data
Michigan Software No Data 1,746 No Data
Georgia Software Very Undersupplied 2,329 172
Utah Software Very Undersupplied 893 4
Missouri Software Very Undersupplied 1,091 0
Montana Software No Data 167 No Data
Rhode Island Software Supply meets demand 87 62
Hawaii Software No Data 159 No Data
Maryland Software Very Undersupplied 981 60
Maine Software No Data 150 No Data
California Software No Data 11,443 No Data