I assume the deleted folder was too big to go in the Recycle bin? Have you looked there? If not, then don't you have backups stored somewhere else? I have no other suggestions except to learn from this experience and, from this point onwards, backup all your user files regularly to an external hard drive or USB stick.
How to watch the World Cup for free on TV and online