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uh letamp;#39;s take a look at a more realistic back table load um for that same trips data so if we look at this pipeline here Iamp;#39;ve really built on the first pipeline that we built together so you can see here the two sets of of raw trips data getting Union together but now Iamp;#39;m bringing in more data sets um to enrich that data so Iamp;#39;m Iamp;#39;m bringing in attributes from the station Dimensions still calculating that distance um but now Iamp;#39;m also joining in weather data that is being brought in from a share on the snowflake data Marketplace so even though this isnamp;#39;t in this data doesnamp;#39;t originate from the same schema or database even um weamp;#39;re still able to access that because we have the ability to override uh the database and schema that our Origins are reading from or writing to so weamp;#39;re just you know using this weather data and weamp;#39;re creating the are still creating a pretty simple fact table but the ot