Sharepoint Calendar Overlay. It provides a consolidated view of events. If you haven’t filtered the items to hide the duplicate items, please try the steps below and check the outcome:

You can only overlay lists created using events/calendar list templates. How to create sharepoint list/library calendar overlay?