Scipy: lognormal fitting

Question

There have been quite a few posts on handling the lognorm distribution with Scipy but i still dont get the hang of it.

The 2 parameter lognormal is usua

Answer 1

If you are just interested in plotting you can use seaborn to get a lognormal distribution.

import seaborn as sns
import numpy as np
from scipy import stats

mu=0
sigma=1
n=1000

x=np.random.normal(mu,sigma,n)
sns.distplot(x, fit=stats.norm) # normal distribution

loc=0
scale=1

x=np.log(np.random.lognormal(loc,scale,n))
sns.distplot(x, fit=stats.lognorm) # log normal distribution