Abstract: This paper investigates graph factorizations and their applications, shedding light on the theoretical and practical aspects of 1-factor types, such as complete, bipartite, and regular graphs, and 2-factors in complete graphs. The study looks at the structural features of these factorizations, improving our understanding of fundamental graph theory concepts and developing algorithms for generating and visualizing 1-factors and 2-factors in complete graphs.