Answers for "removing nan from dataframe"

Python

drop if nan in column pandas

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

Posted by: Guest on March-17-2020

pandas filter non nan

filtered_df = df[df['name'].notnull()]

Posted by: Guest on March-03-2021

pandas dropna

df = pd.DataFrame({"name": ['Alfred', 'Batman', 'Catwoman'],
...                    "toy": [np.nan, 'Batmobile', 'Bullwhip'],
...                    "born": [pd.NaT, pd.Timestamp("1940-04-25"),
...                             pd.NaT]})
>>> df
       name        toy       born
0    Alfred        NaN        NaT
1    Batman  Batmobile 1940-04-25
2  Catwoman   Bullwhip        NaT

##Drop the rows where at least one element is missing.
>>> df.dropna()
     name        toy       born
1  Batman  Batmobile 1940-04-25

Posted by: Guest on February-04-2020

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