1. A computer-implemented method for verifying data structures, the method comprising: executing, by a processor, a software module to obtain a first reference set of data; executing, by the processor, the software module to obtain a second reference set data; transforming, by the processor, the first reference set of data and the second reference set of data into a first formal text form representation and a second formal text form representation, respectively; determining a plurality of differences between the first set of reference data and the second set of reference data by comparing the first formal text form representation and the second formal text form representation; filtering the plurality of differences to obtain a sub-set of the plurality of differences based on at least one filter criteria; and generating a report of the sub-set of plurality of differences.