Searching for the same answer today, I managed to do this via 1st - importing the Confluence calendar into Outlook and 2nd - exporting it from Outlook in .csv format.
These are the steps to follow as it worked for me;
Hi @naga raja
Unfortunately at this time there is not an out of the box way to export Team Calendars to PDF/Excel. To clarify, is the functionality you’re looking for what is described in this feature request: TEAMCAL-1924? If so, please do comment on the feature request with your business and add yourself as watcher to receive updates on the status!
Another option would be to export the calendar to another Calendar application (via iCS) which has the ability to export via Excel/PDF. For more information on how to do that, please see this.
Hope this helps!
Best Regards,
Shilpa
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