First of all, what happens when you press on the power button, is there any activity on the phone? screen light up or nokia logo, or 5 dots?

Also, can you try to plug the charger and tell what happens? if it light up then vibrate then shut down and do that on loop, it is the battery which is totally empty. And you will have to let it charge at least for a day.