both 365 and AAD logs collection are modifiable with regards to historical event collection if using the PowerShell scripts. Not available in the client UI so far.
NOTE: Office 365 Exchange, SharePoint and OneDrive auditing templates created in the Windows client defaults to 7 days (168 hours) of historical event collection. Historical event collection includes only mailbox auditing types previously enabled.