Is there a way to get a "previous 7 rolling days" filter on reports? We do not have that option but we need it to make a report that we want.

With a saved search, you can use Formula(Date) {created}+7 before today or similar.

Yeah something like CASE WHEN {createddate} BETWEEN ({today}-7) AND ({today}-1) THEN 1 ELSE 0 END