/Python/Def conditional_impute(input_df, choice='median')

Def conditional_impute(input_df, choice='median')

def conditional_impute(input_df, choice='median'):
    new_df = input_df.copy()
    
    if choice == 'median':
        new_df['Age'] = round(new_df.groupby(['Sex', 'Pclass'])['Age'].transform(func = lambda x: x.fillna(x.median())),1)
        
    elif choice == 'mean':
        new_df['Age'] = round(new_df.groupby(['Sex', 'Pclass'])['Age'].transform(func = lambda x: x.fillna(x.mean())),1)
        
    else:
        raise ValueError('Please choose either median or mean as your impute choice.')
    
    return new_df

Source: stackoverflow.com

Def conditional_impute(input_df, choice='median')

if choice == 'median':
        new_df['Age'] = new_df.groupby(['Sex', 'Pclass'])['Age'].transform(func = lambda x: x.fillna(round(x.median(),1)))

Source: stackoverflow.com

Similar codes

1 vote124 views2 answers
Python file basename
Python
70 votes109 views6 answers
Python alphabet list
Python
0 vote101 views1 answer
Readlines replace \n
Python
0 vote89 views1 answer
Python tkinter askopenfile
Python
39 votes107 views3 answers
Increase figure size in matplotlib
Python
1 vote125 views1 answer
Add year to id django
Python Django
2 votes102 views1 answer
Discord.py play mp3 file
Python
0 vote183 views1 answer
Access kwargs in template django
Python Django
1 vote98 views1 answer
Simple gui for pygame
Python
1 vote55 views1 answer
Take columns to rows in pandas
Python