Calhoun County is a county in the east central part of the U.S. state of Alabama. As of the 2020 census, the population was 116,441. Its county seat is Anniston. It is named in honor of John C. Calhoun, a US Senator from South Carolina.

The 1994 Palm Sunday tornado outbreak was the third notable US tornado outbreak to occur on Palm Sunday and the second to take place in the Southeastern United States. The outbreak produced 29 tornadoes from Texas to North Carolina, killing 40 people and injuring 491, and causing $140 million in damage. The deadliest storm of the outbreak, as well as in the US in 1994, was an F4 tornado that devastated Piedmont, Alabama. It struck the Goshen United Methodist Church right in the middle of the Palm Sunday service, collapsing the roof on the congregation and killing 20 people inside, including the Rev. Kelly Clem's 4-year-old daughter Hannah. Two other houses of worship were also destroyed mid-service. The supercell that formed this tornado tracked for 200 miles (322 km) to South Carolina.