The lab bottle washer with the Walkman.

These are the scenes which to me best reflects reality and resonates even more strongly today - a person overestimating his ability to multitask completely disconnected - or selfishly pretending to be disconnected - to the world around him. Keaton's one-sided conversations with him were hysterical!