Understanding cumulative device activity over the lifetime of consumer electronic products is critical in two ways. First, it determines the extent to which a product maximizes utilization during its use, which is a critical consideration of circular products. Second, it allows for better estimations of the use phase carbon footprint, which is valuable in Life Cycle Assessment (LCA) of consumer electronics