How to display custom HTML in tooltips?

I am wondering how to display custom HTML when we hover over the points. Right now only label stings are visible when we hover. Any idea or suggestions would be really appreciated.

Custom HTML - think a title, subtitle, some string, maybe some background color, image ...things like that.