1. A system for assisting a user in performing transform of an origin data set into a target data set, the system comprising: one or more processors; and memory storing instructions that, when executed by the one or more processors, cause the system to: obtain the origin data set, the origin data set being organized in a tabular framework defined by an origin data schema; provide a graphical user interface displaying the origin data set; receive through the graphical user interface, at least one designation of a data object, the at least one designation of the data object mapping at least a portion of the origin data set to the data object; generate a data transform file based on the at least one designated data object, the data transform file generated in response to receiving the at least one designation of the data object; transform the origin data set into the target data set based on an execution of the data transform file, the target data set having an object-oriented based framework; compare the object-oriented based framework of the target data set to respective object-oriented based frameworks of a plurality of reference data sets; detect, based on the comparison, similarities between the object-oriented based framework of the target data set and the respective object-oriented based frameworks of the plurality of reference data sets; determine, based on the similarities, a respective similarity score for at least one of the plurality of reference data sets; select a comparable reference data set based on the at least one respective similarity score; obtain a data visualization template associated with the comparable reference data set; apply the visualization template to the target data set; and display, through the graphical user interface, the target data set based on the visualization template.