Since the quantitative methodology analysis of the high-density pedestrian shockwaves at a bottleneck is limited. this paper proposes a dynamic time warping (DTW) algorithm for identifying. analyzing. and verifying the shockwaves. https://www.socialstudiesscholar.com/