This is a known issue. By default, the MongoDB only keeps data for 30 days.
1) Change the Retention Period (days) as per KB182550
Note: Increasing MongoDB retention will cause EventsLog to consume more disk space and possibly cause performance issues with Core UI
2) Create a schedule report to run monthly, and store reports on File Server.