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Data comes in UTC. I made a column using
DateTimeZone.SwitchZone(DateTime.AddZone([CreatedDateTime],0,0),-7)
This works fine, until incremental refresh kicks in, and turns the new column into the same time for both CreatedDateTime and the new column. Not sure if anyone else is experiencing this.
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