Taylor Swift and Travis Kelce celebrated the Thanksgiving holiday together in Nashville with both of their families before heading back to Kansas City ahead of the Chiefs' game on Black Friday, a source tells PEOPLE exclusively.

Prior to Thanksgiving, Travis Kelce's mom, Donna Kelce, was not sure if they would be able to celebrate the occasion with Taylor Swift. After all, the music icon was busy preparing for the final stretch of her "Eras Tour" concert in Canada.

Taylor Swift and Travis Kelce celebrated their first Thanksgiving together in Nashville, joined by Jason and his family for the special occasion.