This document analyzes changes in the microstructure of Al6061 as it ages. Images of samples annealed at different temperatures (400F, 525F, 650F, 775F) were taken and analyzed to quantify features like constituent particle volume fraction and spacing. Principal component analysis was used to identify correlations between measured microstructural parameters and how they change with increasing annealing temperature.