You change the retention periods in ST03N itself, in the "Collector and Performance DB" section. Here's mine:
I think all you can do now is get these retention periods increased and come back to the question later, when you have more data to work with. You might also look at turning on the audit log in SM19. I'm always surprised when people run their production systems without this enabled.
Steve.