python count null values in dataframe

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Niclas
05 Aug 2016
1#Python, pandas
2#Count missing values for each column of the dataframe df
3
4df.isnull().sum()
5
source
Alejandra
14 Apr 2019
1# Count total missing values in a dataframe
2
3df.isnull().sum().sum()
4
5# Gives a integer value
source
Elouan
30 Jul 2018
1In [5]: df = pd.DataFrame({'a':[1,2,np.nan], 'b':[np.nan,1,np.nan]})
2
3In [6]: df.isna().sum()
4Out[6]:
5a    1
6b    2
7dtype: int64
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