Here are the top-paid CEOs by state for 2016, as calculated by The Associated Press and Equilar, an executive data firm.

The survey considered only publicly traded companies with more than $1 billion in revenue that filed their proxy statements with federal regulators between Jan. 1 and May 1. It includes CEOs who have been in place for at least two years. Not every state had a publicly traded company headquartered there that was large enough to be included.

To calculate CEO pay, Equilar adds salary, bonus, stock awards, stock option awards, deferred compensation and other components that include benefits and perks.

The typical CEO in the Standard & Poor’s 500 index made $11.5 million last year.

Alabama: Grayson Hall, Regions Financial, $8 million

Arizona: Richard C. Adkerson, Freeport-McMoRan, $14 million

Arkansas: Doug McMillon, Wal-Mart Stores, $22.4 million

California: Robert A. Iger, Walt Disney, $41 million

Colorado: Greg Maffei, Liberty Media and Liberty Interactive, $30.2 million

Connecticut: Tom Rutledge, Charter Communications, $98 million

Delaware: Hervé Hoppenot, Incyte, $11.8 million

Florida: Brian Jellison, Roper Technologies, $26.3 million

Georgia: Ron Clarke, Fleetcor Technologies, $21.7 million

Hawaii: Matt Cox, Matson, $3.9 million

Idaho: Darrel Anderson, IDACORP, $3.5 million

Illinois: Richard A. Gonzalez, AbbVie, $18 million

Indiana: Joseph Swedish, Anthem, $16.5 million

Iowa: Stan Askren, HNI, $5.9 million

Kansas: Michael J. Brown, Euronet Worldwide, $6.4 million

Kentucky: Greg Creed, Yum Brands, $15.4 million

Louisiana: Glen F. Post III, CenturyLink, $13.6 million

Maine: Jonathan Ayers, IDEXX Laboratories, $5.9 million

Maryland: David Zaslav, Discovery Communications, $37.2 million

Massachusetts: Jeffrey R. Immelt, General Electric, $18 million

Michigan: Mary Barra, General Motors, $22.4 million

Minnesota: Stephen J. Hemsley, UnitedHealth Group, $15.7 million

Mississippi: Joe F. Sanderson Jr., Sanderson Farms, $3.8 million

Missouri: Michael F. Neidorff, Centene Corp., $22 million

Nebraska: Fredric J. Tomczyk, TD Ameritrade Holding, $11.4 million (Tomczyk retired in September.)

Nevada: Stephen A. Wynn, Wynn Resorts, $28.2 million

New Hampshire: Tim McGrath, PC Connection, $3.9 million

New Jersey: Alex Gorsky, Johnson & Johnson, $21.9 million

New Mexico: Pat Vincent-Collawn, PNM Resources, $4 million

New York: Leslie Moonves, CBS, $68.6 million

North Carolina: Brian Moynihan, Bank of America, $15.5 million

North Dakota: David L. Goodin, MDU Resources Group, $3.3 million

Ohio: W. Nicholas Howley, TransDigm Group, $18.7 million

Oklahoma: Doug Lawler, Chesapeake Energy, $15.3 million

Oregon: Andrew C. Teich, FLIR Systems, $5.1 million (Teich is retiring in June.)

Pennsylvania: Brian L. Roberts, Comcast, $33 million

Rhode Island: Larry Merlo, CVS Health, $18.4 million

South Carolina: John D. Williams, Domtar, $7.2 million

South Dakota: David R. Emery, Black Hills, $4.1 million

Tennessee: Kenneth W. Lowe, Scripps Networks Interactive, $26.8 million

Texas: Randall Stephenson, AT&T, $25.3 million

Utah: Truman Hunt, Nu Skin Enterprises, $10.3 million (Hunt stepped down as CEO in March.)

Virginia: Marty Barrington, Altria Group, $24.2 million

Washington, D.C.: Thomas P. Joyce Jr. Danaher, $13 million

Washington: Howard Schultz, Starbucks, $21.8 million (Schultz stepped down as CEO in April.)

Wisconsin: Jeffery Yabuki, Fiserv, $21.2 million