We took some effort to reconstruct the Next Generation Simulation (NGSIM) dataset. We are excited to share with traffic researchers and engineers who are in need of the cleaned version. The reconstruction method is published on the jornal of Physica A: Statistical Mechanics and its Applications, titled An integrated Empirical Mode Decomposition and Butterworth filter based vehicle trajectory reconstruction method