Path homology proposed by S.-T.Yau and his co-workers provides a new mathematical model for directed graphs networks. Persistent path (PPH) extends the with filtration to deal asymmetry structures. However, PPH is constrained purely topological persistence cannot track homotopic shape evolution of data during filtration. To overcome limitation PPH, persistent Laplacian (PPL) introduced capture ...