I observed than people often compute the DFT of a signal using FFT and just observe the peaks in the "modulus VS frequency" diagram (kind of a power spectrum density). Obviously only half of the information appears in this diagram and it is not possible to retrieve the original discrete signal from this plot only.
Question: In practice, in which cases is the "phase VS frequency" plot needed or not?