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and this is a nice condo occur from wci consulting and today were going to go over the concept of data cleansing using SSIS no matter what type of organization you are if you have anyone who interacts with your data whether by manual input or manually intervening eat with automated inputs you have potential for having some sort of dirty data so theres always a need to have to cleanse your data the example Im going to go over with you guys today is if we have a call center rep who is manually entering information of a client into a database but not using the exact formatting the bad we need for reporting were going to use the adventureworks 2012 database which is accessible to anyone for download and were going to take a look at the person address table this table is where our hypothetical company is storing all of their client address information you can see that we have a number of clients where weve got their address city state etc but weve got one you call center rep for exa