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I am importing three datasets for three years data from SQL server to Power BI desktop. I then append these queries to give me one dataset containing three years' worth of data. The data have consistent columns and a unique ID column. There is no duplication of IDs between datasets nor within individual datasets. However, when I analyse the appended data, there is duplication of some of these IDs. Since this first happened, I have refreshed the data as extra entries have been added to one of the SQL data sources. The duplication still occurs but it is for a different set of IDs. In the Power BI file where this happens, I also have a number of other data sources imported. I have tried to recreate the issue in a new file - when I just imported the three sources in question and appended there was no duplication. Do you have any explanation for this issue?
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