This dataset is supplied as part of the Supplemental Material of the article "Magnetic Phase Recognition of Artificial Kagome Spin Ice through Initial Magnetization Curve". We provide codes and data of the Monte Carlo simulations, micromagnetic simulations, calculation of parameters of initial magnetization curves and supervised classification.