/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

0 vote161 views1 answer
How to enable execution time in jupyter lab
Python
1 vote148 views1 answer
Download from radio javan python
Python
0 vote133 views2 answers
Fibonacci series python program
Python
0 vote141 views1 answer
Scoop bucket add extras
Python
0 vote175 views1 answer
Discord python bot how to change someone's nickname
Python
0 vote156 views2 answers
Dictionary changed size during iteration after pop function
Python
0 vote138 views1 answer
Pt_core_news_sm spacy download
Python
0 vote170 views1 answer
Django fixtures. To dump data
Python Django
0 vote141 views2 answers
Python sorting array without inbuilt sort
Python
14 votes133 views2 answers
How to chose version of python
Python