/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 vote248 views1 answer
Jupyter notebook attach image
Python
0 vote240 views1 answer
How to check for non-datetime value in python
Python
31 votes251 views6 answers
Try except python
Python
0 vote264 views2 answers
Cors python functions framework local
Python
0 vote297 views1 answer
Build an ai writer web crapper
Python
0 vote264 views1 answer
Knn example
Python
-1 vote249 views1 answer
How to give values to all users with discord api python grepper
Python
5 votes239 views1 answer
Pandas save file to pickle
Python
3 votes244 views2 answers
How many columns have null values present in them? in pandas
Python
1 vote275 views1 answer
Stack overflow python ip check
Python