from scipy.stats import poisson data_poisson = poisson.rvs(mu=3, size=10000) ax = sns.distplot(data_poisson, bins=30, kde=False, color='skyblue', hist_kws={"linewidth": 15,'alpha':1}) ax.set(xlabel='Poisson Distribution', ylabel='Frequency')