Is it a good practice to remove observations with very less frequency from the data?

@Aditya_Sharma wrote:

Hi,

Suppose while exploring some data, I see the histogram of a variable like this one

Then is it a good and helpful practice to assign to the observations with very low frequencies the values with higher frequencies or even removing those observations? Does this help in improving models?

Thanks

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