A Fourier transform shows what frequencies are in a signal. For example, consider a sound wave which contains three different musical notes: A, B, and C. Making a graph of the Fourier transform of this sound wave (with the frequency on the "x"-axis and the intensity on the "y"-axis) will show a peak at each frequency which corresponds with one of the musical notes.