The output file provides a run summary for each of the files and information on each of the failures and errors. You can enable a granular test report to see statuses for each test case ran.
The data file is where we store information from every run to use for data reporting and analysis. We've created a few pivot tables and charts. Feel free to add more excel sheets with visualizations.