Abstract: Systems for analytically combining student admissions data, enrollment data, and financial aid data to present relationships therein, are described. One exemplary system includes a processor configured to obtain admissions data, enrollment data, and financial aid data from respective databases in memory, and identify student data shared among any of at least two of them. The processor is further configured to associate each of the identified student data with a unique identifier, receive a first query for a report for a subset of the identified student data, and provide the report. The report is generated by detecting at least two of admissions data, enrollment data, and financial aid data for the subset using the unique identifiers associated with the subset. The report includes a relationship between any of at least two of admissions data, enrollment data, and financial aid data for the subset. Methods and machine-readable media are also described.