Is there some geometric understanding of a Jordan normal matrix?

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We know that an eigenvalue decomposition of a matrix is to find those eigenvectors that are just scale for some coefficients. But what about Jordan matrix decomposition? I just learn how it is calculated, but I am not sure whether it has geometric intuition.