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Default remove duplicate rows but keeping all columns

I have several columns of information (i.e addresses) and one of the columns
has duplicate numbers. I want to remove the duplicates rows and retain the
other columns. I tried to do the Advanced filter but could specify which
column I needed duplicates to be searched. Any help is appreciated.
 
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