Dave,
did you try referencing the Analysis Data Dictionary from Help@Ariba? Select Help from the Dashboard then from Help@Ariba scroll to the bottom and you should see Reporting and Analysis References. Expand the group and you should see Reporting Field Dictionary. Select the link and an Excel file should open with a list of all fields available for reporting.
Hope this helps.
Manny
Product Mgr., Ariba Platform