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okay well back in this lesson were going to be talking about duplicates duplicates are a huge problem that we need to make sure we solve and we fix in our data sets because if we leave duplicates in place and we just ignore them we dont even realize theyre there then they can cause double counting you know for example we count the same invoice twice in our revenue calculation so deduplicating and removing those duplicates is a really important step so what we can do is theres a few strategies we can just as I said we can ignore them but thats not very sensible we can just find them first of all which is what I would advocate doing is find them highlight them and try to understand whether there may be theres a data entry point somewhere in your system thats thats causing their duplicates and then finally well actually go ahead and and want to get rid of them so here we are in Google sheets with a small data table and there are some duplicates in here okay so in this little data