The problem is that you don't plot the right thing. If I understand well the problem, it is more :

import matplotlib.pyplot as plt
from scipy.stats import binom

x = [i for i in range(11)]
prob = binom.pmf(x, 10, 0.5)
plt.bar(x, prob)
plt.show()