There are roughly 5,400 data centers in the United States that consume up to 200 TWhs (terawatts) combined in electricity annually.  Data centers represent roughly almost 5% of the power consumption in the US.

For perspective, a single terawatt (1 TWh) is enough electricity to power roughly 93,000 average homes for a year.  

State Datacenters Annual Consumption Notable Hubs & Operators
Virginia1,000+23 TWhAshburn ("Data Center Alley"), Loudoun County | AWS, Microsoft, Google, Equinix, Digital Realty
Texas45016 TWhDallas-Fort Worth, Austin, Houston | Meta, Google, CyrusOne, Switch, Digital Realty
California35011 TWhSilicon Valley, Los Angeles | Equinix, Digital Realty, CoreSite
Illinois26012 TWhChicago (Elk Grove Village) | Microsoft, Equinix, Digital Realty
Ohio2207 TWhColumbus (New Albany) | Google, Meta, Amazon (AWS)
Arizona18010 TWhPhoenix, Mesa | Apple, Microsoft, Vantage
Georgia1809 TWhAtlanta area | Switch, Google, Microsoft
New York1504 TWhNYC Metro, Buffalo | Equinix, DataBank
Oregon1506.5 TWhHillsboro, Prineville | Apple, Meta
Washington1404 TWhQuincy, Seattle | Microsoft, Amazon (AWS)
Florida1304 TWhMiami, Tampa | Equinix, Digital Realty
Iowa1103.5 TWhDes Moines area | Apple, Google, Meta
North Carolina1104 TWhCharlotte, Research Triangle | Apple, Google
Pennsylvania1052 TWhPhiladelphia, Pittsburgh
New Jersey902 TWhSecaucus (NYC Metro)
Indiana801.5 TWhIndianapolis
Minnesota801.5 TWhMinneapolis
Nevada652.5 TWhLas Vegas, Reno | Switch, Apple
Connecticut651 TWhStamford, Hartford
Colorado651.5 TWhDenver
Tennessee651.5 TWhNashville, Memphis
Michigan601 TWhDetroit, Grand Rapids
Missouri501 TWhSt. Louis, Kansas City
Wisconsin500.8 TWhMilwaukee, Madison
Maryland450.8 TWhBaltimore
Utah452.5 TWhSalt Lake City (Bluffdale) | Meta, Google
Nebraska402 TWhOmaha | Google, Meta
Kentucky400.6 TWhLouisville
Oklahoma400.6 TWhOklahoma City, Tulsa
South Carolina350.5 TWhCharleston, Greenville
Alabama300.5 TWhBirmingham, Huntsville
Montana300.4 TWhBillings
Louisiana250.4 TWhNew Orleans
New Mexico251.5 TWhAlbuquerque | Meta
North Dakota250.4 TWhFargo
Delaware200.3 TWhWilmington
Kansas200.3 TWhWichita
Wyoming200.6 TWhCheyenne | Microsoft
Idaho150.2 TWhBoise
New Hampshire150.2 TWhManchester
Mississippi150.2 TWhJackson
Hawaii100.2 TWhHonolulu
Maine100.2 TWhPortland
West Virginia100.2 TWhCharleston
Rhode Island100.2 TWhProvidence
District of Columbia100.2 TWhWashington D.C.
Arkansas100.2 TWhLittle Rock
South Dakota100.2 TWhSioux Falls
Alaska50.2 TWhAnchorage
Vermont50.2 TWhBurlington
Massachusetts551 TWhBoston area, Holyoke