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How would you handle suspected or missing data?

how would you handle suspected or missing data?

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We can handle the missing values by two ways first we have to categorise as whether it is numeric data or categorical data and then apply the mean,median,mode method.
For Numeric basically we use mean method
& for Categorical we use mode method
Suppose we have more then 30% data as missing then we basically drop that column and if it is up to 5% then we used to fill the data using fillna method.

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