Imputer function to impute missing value either (mean, median, min or max)

[BastinRobin]

Impute:

Takes a complete pandas dataframe and now use machine learning sklearn.preprocessing import Imputer to impute missing values of each columns and return clean dataframe

Method Structure:

.. code-block:: python

def impute(data, strategy='mean'):
	
    ''' Your code goes here '''
    
    return data

Parameters:

data : pandas dataframe
        - Enter the dataframe directly

   
strategy: str (default='mean')
        - It can be mean, median, min or max

Usage:

.. code-block:: python

    >> p = process()
    >> p.imputer(pd.DataFrame(), 'mean')
    >> <pandas.dataframe>