Vector and Matrix - EigenValues
The corresponding eigenvectors are calculated using the EigenVectors function. Eigenvalue i corresponds to the i-th column (the corresponding eigenvector) of the eigenvectors matrix.
The EigenValues is a matrix or array formula and you need to press CTRL+SHIFT+ENTER to apply it.
A restriction is that the input matrix needs to be a symmetrix matrix.