When the user moves the mouse pointer over an element, the Tooltip component appears as a little pop-up box. The Popover component is a pop-up box that emerges when the user clicks on an element. The popover may hold a lot more information.
The popover will show on the right side of the element by default whereas the tooltip will show on the top of the element by default.
