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Default Is de-duping in advanced filter limited to a number of rows

I am using the advanced filer in excel to remove duplicates from my data set.
The function works OK for a few hundred rows. It does not work for 1500
rows. I would like to use it for a data set of 12000 rows. Is this function
limited to a number of rows? If so, is there anothe way to de-dup 12000 rows
 
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