Figure 2. Sphere and Torus point clouds and their corresponding persistent diagrams and barcodes obtained using persistent homology with Vietoris Rips filtration.

A persistent 2-dimensional hole (void) can be observed from the diagram and barcode of the sphere point cloud. Meanwhile, there is a persistent 1-dimensional hole (tunnel) that can be observed for the torus point cloud.