Hello Saira Munir,
Thank you for reaching out to Microsoft Support!
Even with admin privileges, accessing another user’s calendar requires that the calendar be shared with the signed-in user. Additionally, the Calendars.Read.Shared
permission must be granted.
Hope this helps.
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