A linear operator is diagonalizable over $\mathbb F$ if it admits an ordered basis of eigenvectors over $\mathbb F$. Its matrix in that basis is diagonal. This is equivalent to its matrix in any basis being similar over $\mathbb F$ to a diagonal matrix. The choice of field matters.
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