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lets walk through building a brand new data flow and agitate a factory and lets use the pivot transformation the pivot transformation is very very powerful when youre performing aggregations and in data factory it also has some complexities that requires some understanding I want to walk you through those today it also exposes the capability that map and dataflow Springs which is what we call schema drift so schema drift is the ability to handle columns that come in or change in your source and are not already predefined in your data set and the pivot transformation actually surfaces that as well because each column that is generated from a dynamic row value is a brand new column and so Im going to talk to you about how you can create that as a column entity metadata that you can then use in your data flow so lets get started Im going to start with a new source which is where you always start in data flows and for the source mini is my loans sample data so Im gonna call my sour