A data monitoring and evaluation system may receive a query associated with a data record from a user. The system obtains target data including a plurality of data presentations associated with the data record. The system identifies a plurality of attributes associated with the data record and maps the same with each of the plurality of data presentations for identifying a data presentation modification. The system may evaluate the data presentation modification to identify a principal data presentation. The system may determine the conformity of the principal data presentation a rule to create a principal data record. The system may determine the conformity of the principal data record to a record acceptance parameter. The system may generate a data modeling result comprising the principal data record conforming to the record acceptance parameter.