A three dimensional (3D) map with spheroidal dynamics is studied. The map exhibits all known types of attracting dynamics possible in 3D state space. Furthermore, the map allows explicit manipulation of stability features. Thus, spheroidal attractors can be turned into spheroidal repellers or basin boundaries of locally similar topological properties. The link between chaotic dynamics and fractal structures is illustrated with the aid of basin boundaries corresponding to the three different types of chaotic attractors with one positive Lyapunov characteristic exponent.