Answers for "select a column from dataframe where value is not null"

0

select items from dataframe where value is null

df[df['column name'].isna()]
Posted by: Guest on July-04-2021
0

get first not null value from column dataframe

s = pd.Series([np.nan,2,np.nan])
print (s)
0    NaN
1    2.0
2    NaN
dtype: float64

print (s.first_valid_index())
1

print (s.loc[s.first_valid_index()])
2.0

# If your Series contains ALL NaNs, you'll need to check as follows:

s = pd.Series([np.nan, np.nan, np.nan])
idx = s.first_valid_index()  # Will return None
first_valid_value = s.loc[idx] if idx is not None else None
print(first_valid_value)
None
Posted by: Guest on August-09-2021

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