I made a little experiment that visualized the Fourier Transform of a sequence of complex numbers.
The complex number sequence is visualized in a 2D coordinate system as the red lines, and the Fourier Transform of the sequence is visualized as a set of circular rotations added together. The end point of the connected circles will hit every corner of the red lines, in order.