Data-driven methods using synchrophasor measurements have a broad application prospect in Transient Stability Assessment (TSA). Most previous studies only focused on predicting whether the power system is stable or not after disturbance, which lacked quantitative analysis of risk transient stability. Therefore, this paper proposes two-stage TSA method based snapshot ensemble long short-term mem...