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"While exporting to Excel i need to replace

I need to have blanks data while exporting to Excel but it is exported with "?" symbols , Please help me to show only blanks instead of Question mark symbol..

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Accepted answers

MartinLiebig

Hi @yogesh_kumar ,

? are representing missing values in RapidMiner. This can either be, because there was no value filled in a field, or because you did an operator which produced no viable value, like 0/0.

Different software packages have different conventions how to represent missing values. We use ?, programming languages often NaN and Excel uses blank cells. So it's actually an accurate output.

BR,

Martin

All comments

MartinLiebig

Hi @yogesh_kumar ,

? are representing missing values in RapidMiner. This can either be, because there was no value filled in a field, or because you did an operator which produced no viable value, like 0/0.

Different software packages have different conventions how to represent missing values. We use ?, programming languages often NaN and Excel uses blank cells. So it's actually an accurate output.

BR,

Martin

kypexin

Hi @yogesh_kumar

To add my 5 cents to @mschmitz answer.

Yes, it's only a matter of data display convention in RapidMiner.
But m,ost likely you'll need to use REPLACE MISSING VALUES operator after reading the Excel file. How you handle these blank cells with missing data also depends on the type of the missing values. If they are strings or text (which means nominal variables in RM), you can replace them with empty value or space. However, if they are numbers (numeric variables in RM), you can't leave them blank as you'd have to replace them with certain number as well (like zero, max, min, average of the column).