Swimming In Circles explores the deep, symbolic journey through life, death, and introspection that is encapsulated in the works of Mac Miller, specifically his albums *Swimming* and *Circles*. In a narrative driven by metaphor and reflection, the book weaves together Miller's personal struggles, artistic vision, the metaphoric, entendre and the symbolic motifs embedded in his music.