Is it right to say - Because of availability of someone meeting is cancelled or should we say Because of unavailability of someone meeting is cancelled.
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Both of your versions are clear enough, but it would be more fluent to say:
if you want to stress the cancellation, or:
if you want to stress X's attendance.