The dual of the 600-cell is another regular polytope, with 120 dodecahedra as faces: the 120-cell.

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You can learn more at the Wikipedia article on the 120-cell. This animated gif of the 120-cell was created by Jason Hise and put into the public domain on Wikicommons.