The Database, Data Structure and Framework Transformer Apparatuses, Methods and Systems (“DDSFT”) transforms variable list request, population selection, base table transform extract data inputs via DDSFT components into transformed, merged data outputs. The DDSFT includes a database structure that stores data used in the framework operations. A macro-tool includes one or more macros that control a sequence of database queries that extract the data from the database structure and then perform transformations on the extracted data. The macro-tool includes a series of binary flags indicative of whether or not statements are executed.