Answers for "pandas count non null values by group"

1

how to count non null values in pandas

#Count non null values in a pandas dataframe
df.notnull().sum().sum()
Posted by: Guest on August-21-2021
0

count nans after groupby pandas

A      B     C
0  foo    one   NaN
1  bar    one  bla2
2  foo    two   NaN
3  bar  three  bla3
4  foo    two   NaN
5  bar    two   NaN
6  foo    one   NaN

df2 = df.C.isnull().groupby([df['A'],df['B']]).sum().astype(int).reset_index(name='count')
print (df2)
     A      B  count
0  bar    one      0
1  bar  three      0
2  bar    two      1
3  foo    one      2
4  foo  three      1
5  foo    two      2
Posted by: Guest on March-20-2021

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