The NFL star's brother, Jason Kelce, and his family also joined the holiday gathering in Nashville, a source tells PEOPLE exclusively

It should be noted that Swift was also in attendance during the Chiefs' Week 13 win over the Las Vegas Raiders on Black Friday. The pop star actually entered the arena with Travis Kelce's mom. By the looks of it, Taylor Swift and Travis Kelce had plenty of time to bond with each other's families.

Taylor Swift and Travis Kelce have recently taken time off and celebrated Thanksgiving together along with their families.A source spilled to PEOPLE that the singer and her family