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both eigenvectors are positive and real
a source or unstable node

Both eigenvalues are negative
stable node or a sink

one eigenvalue is positive and another is negative
saddle point

eigenvalues are purely imaginary +-ib
center

complex eigenvalues with positive real part a+-ib
spiral source

the complex eigenvectors have a negative real part -a+-ib
spiral sink
