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Imputation of Numeric Variable Using Python Machine Learning | Data Imputation

In previous blog I post the how to impute the categorical variable. In this blog we will learn how we can impute numeric variable using python in machine learning and data science related projects.


Here simple python script that easily impute your numeric variable.


The python file data_imputation_numerical.py imputes one numerical variable.



You can modify at three places in this file to fit your use.

  1. Original file

  2. Variable index for the categorical variable. (Variable index=1 is the second column, since python counts starting 0)

  3. Result file


Before Imputation




After Imputation




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