I am trying to learn what entropy actually is and I read this [answer about how entropy is the information needed to specify a full quantum state][1] but if entropy is just information why does it have units related to energy and temperature. So I was wondering if someone could explain how information can have these units. 


  [1]: https://physics.stackexchange.com/a/269504/348338