librolatrinist

noun Someone who reads on the toilet. From 'libro-' or 'liber,' the Latin meaning book, and '-latrinist' from "latrina," the Latin for toilet.

John was notorious amongst his family and friends for being a persistent librolatrinist, often engaging the toilet in his house for hours as he happily read, completely oblivious to the protestations of people queuing outside the door.