A matrix is diagonalizable over $\mathbb F$ iff the sum of dimensions of its distinct eigenspaces over $\mathbb F$ is $n$. Eigenspaces for distinct eigenvalues form a direct sum. Their bases combine into an eigenvector basis exactly when the dimensions sum to $n$.
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