The dataset uploaded was collected from plus-size female participants in Cape Town. The dataset includes the perceptions of plus-size females as well as expressing their fit satisfaction level with active-wear apparel currently available in South African clothing retail stores. The dataset was collected to determine if is there any fit challenges and dissatisfaction with active-wear currently offered to plus-size females in order to develop universal active-wear designs that will accommodate all body shapes regardless of the size one is wearing.