10. A computer implemented method of assisting a user in the transform of an origin data set into a target data set, the method being performed on a computer system having one or more physical processors programmed with computer program instructions that, when executed by the one or more physical processors, cause the computer system to perform the method, the method comprising: obtaining, by the computer system, the origin data set, the origin data set being organized in a tabular framework defined by an origin data schema; providing, by the computer system, a graphical user interface displaying the origin data set; receiving, by the computer system, 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; generating, by the computer system, 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; transforming, by the computer system, 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; comparing, by the computer system, the object-oriented based framework of the target data set to respective object-oriented based frameworks of a plurality of reference data sets; detecting, by the computer system 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; determining, by the computer system based on the similarities, a respective similarity score for at least one of the plurality of reference data sets; selecting, by the computer system, a comparable reference data set based on the at least one respective similarity score; obtaining, by the computer system, a data visualization template associated with the comparable reference data set; applying, by the computer system, the visualization template to the target data set; and displaying, by the computer system, through the graphical user interface, the target data set based on the visualization template.
10. A computer implemented method of assisting a user in the transform of an origin data set into a target data set, the method being performed on a computer system having one or more physical processors programmed with computer program instructions that, when executed by the one or more physical processors, cause the computer system to perform the method, the method comprising: obtaining, by the computer system, the origin data set, the origin data set being organized in a tabular framework defined by an origin data schema; providing, by the computer system, a graphical user interface displaying the origin data set; receiving, by the computer system, 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; generating, by the computer system, 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; transforming, by the computer system, 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; comparing, by the computer system, the object-oriented based framework of the target data set to respective object-oriented based frameworks of a plurality of reference data sets; detecting, by the computer system 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; determining, by the computer system based on the similarities, a respective similarity score for at least one of the plurality of reference data sets; selecting, by the computer system, a comparable reference data set based on the at least one respective similarity score; obtaining, by the computer system, a data visualization template associated with the comparable reference data set; applying, by the computer system, the visualization template to the target data set; and displaying, by the computer system, through the graphical user interface, the target data set based on the visualization template. 11. The method of claim 10 , further comprising: receiving, by the computer system, through the graphical user interface, a selection of a target data set ontology defining the object based framework of the target data set; and wherein receiving the at least one designation of the data object includes receiving the at least one designation according to the target data set ontology.