Remove outliers numpy array

import numpy as np
from scipy import stats
a = np.array([1,1,1,1,1,1,1,1,1,100])
a_no_outliers = a[(np.abs(stats.zscore(a)) < 3)]
print(a_no_outliers)
out: array([1, 1, 1, 1, 1, 1, 1, 1, 1])

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Mean =[0,0] covariance = [[1,0],[0,100]] ds = np.random.multivariate_normal(mean,covariance,500) dframe = pd.DataFrame(ds, columns=['col1', 'col2']) fig = sns.kdeplot(dframe).get_figure() fig.savefig('kde1.png')
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