/Python/Replace outliers with nan python

Replace outliers with nan python

df.mask(df.sub(df.mean()).div(df.std()).abs().gt(2))

    c1   c2  c3 
0  NaN  1.0  2.0
1  1.0  3.0  4.0
2  2.0  5.0  6.0
3  3.0  1.0  NaN
4  4.0  3.0  4.0
5  5.0  5.0  6.0
6  6.0  NaN  6.0

Source: stackoverflow.com

Similar codes

-1 vote108 views1 answer
How to make label background transparent in tkinter
Python
0 vote114 views1 answer
Python dict keys to string
Python
0 vote146 views1 answer
Check correlation of each column with the target in python
Python
0 vote116 views1 answer
Young C so new(pro.cashmoneyap x nazz music) soundcloud
Python
3 votes108 views1 answer
Pandas remove char from column
Python
0 vote118 views1 answer
Gpt2 simple continue training from checkpoint
Python
0 vote114 views1 answer
Historicaltickbidask
Python
0 vote123 views1 answer
How to order randomly in django orm
Python
2 votes118 views3 answers
Group by month and day pandas
Python
0 vote131 views1 answer
Python interseciton of 2 sets
Python