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Remove nan from pandas df

Code examples

18
0

drop if nan in column pandas 

df = df[df['EPS'].notna()]
9
0

drop na pandas 

>>> df.dropna(subset=['name', 'born'])
       name        toy       born
1    Batman  Batmobile 1940-04-25
5
0

dropping nan in pandas dataframe 

df.dropna(subset=['name', 'born'])
2
0

remove rows or columns with NaN value 

df.dropna()     #drop all rows that have any NaN values
df.dropna(how='all')
1
0

remove nan particular column pandas 

 df=df.dropna(subset=['columnname])
1
0

drop columns with nan pandas 

>>> df.dropna(axis='columns')
       name
0    Alfred
1    Batman
2  Catwoman

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