Yes, you can filter reports based on the submission date. Go to your Reports section, edit your report and click Report Filters on page top, then Add Filter.
Select the option Submission date in the first dropdown list, then greater than or less than, and, finally, pick the date of reference using the calendar. To open the calendar, click on the small picker on the right.
If you want to refer to a specific period of time in the past, then use two such filters: one with greater than, one with less than.