import numpy as np
import matplotlib.pyplot as plt

dim = 10,10
A = np.random.random(dim) + 1j*np.random.random(dim)
eig = np.linalg.eig(A)
plt.scatter(eig[0].real,eig[0].imag)
plt.show()