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duplicates are often hard to identify and remove from a data set this is no longer the case thanks to refine so first using the duplicate facet we can have a sense of the number of duplicate address record in this data set click address file set customize facet duplicate facet because this creator true false if you select true it will display the 373 duplicate and we will invoke a text facet to see the 171 unique value and broads are different groups so even if we thought by count we say that for some cases we can have up to five duplicates for the same value so how can we remove them the quick recipe is to first sort data set by address and make the sort permanent by reordering the rules then weamp;#39;ll use a blank down function to blank the content of a cell if itamp;#39;s similar to the previous one reordering your record in the previous step ensures that duplicates are next to another in the data set so switch back to rose mode at the top and now we can use facet by blank to fi