I looked into their documentation and they do provide this feature:
https://support.twitter.com/articles/20170532-scheduled-tweets#How_to_create_a_new_scheduled_Tweet
But would it be possible to do this through the API (I didn't find any reference to this or attributes).
There's no way to do it with the Twitter API. You have two choices: