Just to clarify, are you referring to Tweets or Direct messages conversation? For Direct Messages, as @Shvet mentioned, you can just fetch the recent sent and received DMs and correlate them. (The conversation DMs with multiple users are not yet present in the public DM API, so you can just make a conversation for each individual user present in the DMs and filter the DMs according to sender/recipient and sort them chronologically)