The simplest definition of data shaping in Power BI is changing the data by carrying out tasks such as these, among others: Renaming columns or tables; Changing text to numbers; Removing rows; Setting the first row as headers. Microsoft has a pretty detailed explanation of these functions on its Power BI desktop tutorial.