Figure 1. Construction of a Mapper graph from a point cloud.

The filter function is chosen as the y-coordinate (height function). After clustering the points whose height fall in the same interval, the vertices representing the clusters are joined by an edge if they have a common a point. The geometry of the large number of points is represented by few edges end vertices.