The phrase "to drop by" means to visit someone or a place unexpectedly, without any prior notice. It is often used when someone wants to stop by another person's house or office for a short period of time, usually just to say hello or have a quick chat. The term can also be used in the context of attending an event that was not previously planned, such as dropping by a friend's party or showing up at a spontaneous gathering.