Chatroom logs of past broadcasts

Hi Im a grad student working on a project regarding twitch chat. Im trying to create a database of popular clips and analyse which emotes were used. I also wanted to get a chat log of chatroom of past broadcast and analyse how many times each emote was used during the period of whole stream. Is there a way to get full chatroom logs from past broadcasts?

There are no official end points in the api to support fetching chat logs from a vod, highlight, or clip.

Also make sure to carefully read the developer agreement to ensure you are not falling foul of any data retention clauses.

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