Google Analytics, Dataform, Bigquery, Google Cloud Platform, Sql.
the same data over and over again. There are multiple ways you can tackle incrementality in Dataform. Taneli has written a very insightful and extensive article about these techniques; feel free to check it out! To handle incrementality with plain SQL, you would have to construct a MERGE statement