Answers for "See percentage of each row nan in pandas"

4

fetch row where column is equal to a value pandas

df.loc[df['column_name'] == 'value']
Posted by: Guest on May-02-2020
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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