  The map which takes a square matrix to its tropical eigenvalue-eigenvector
pair is piecewise linear. We determine the cones of linearity of this map. They
are simplicial but they do not form a fan. Motivated by statistical ranking, we
also study the restriction of that cone decomposition to the subspace of
skew-symmetric matrices.
