/Python/Replace nan in pandas column with mode and printing it

Replace nan in pandas column with mode and printing it

def exercise4(df):
    df1 = df.select_dtypes(np.number)
    df2 = df.select_dtypes(exclude = 'float')
    mode = df2.mode()
    df3 = df1.fillna(df.mean())
    df4 = df2.fillna(mode.iloc[0,:])
    new_df = [df3,df4]
    df5 = pd.concat(new_df,axis=1)
    new_cols = list(df.columns)
    df6 = df5[new_cols]
    return df6

Source: stackoverflow.com

Similar codes

0 vote190 views1 answer
Python elementtree load from string
Python
0 vote179 views1 answer
Possessive in python
Python
0 vote285 views1 answer
H==gmail
Python
1 vote212 views1 answer
No module named base45 windows
Python
1 vote213 views1 answer
Python count words in file
Python
0 vote186 views1 answer
Python string: index error
Python
0 vote190 views1 answer
Zeller year
Python
0 vote212 views1 answer
How to for loop length print in python
Python
13 votes192 views5 answers
How to make a timer using python
Python
0 vote183 views1 answer
Python referenced before assignment in function
Python