How to collect twitter conversations?



I was wondering if there’s a way to collect random twitter conversations, that is, sets of "tweet and corresponding replies."
Since REST API requires the query value, I don’t understand how to collect “random” tweet with no particular keyword.
I also have collection criteria, such as number of people in the conversation, and the number of utterances by each person,
but have no idea…

Could anyone please help me out?