Using the Hide Shape option will prevent the chart box from being seen, however the space that box was taking up on the chart will continue to be occupied. With the ability to hide a shape you can hide the display of a person or create new styles of arrangements.
Hide Shape: Example
Hide Shape: New chart arrangements
Keep in mind that when using Hide Shape the data still exists in the hidden box and the database, but it simply is not showing on the chart.