To be conspicuous by one's absence
Describes someone or something notable whose absence is striking and difficult to ignore. Can be used seriously or ironically.
The director was conspicuous by his absence at the meeting.
Empathy is conspicuous by its absence in that company.
—Did she come? —No, she was conspicuous by her absence.