data for the paper entitled " Lattice distortion inducing exciton splitting and coherent quantum beating in CsPbI3 perovskite quantum dots " by Yaoyao Han, Wenfei Liang, Xuyang Lin, Yulu Li, Fengke Sun, Fan Zhang, Peter C. Sercel and Kaifeng Wu.