Even if you remove a chart from the dashboard, it still exists in your Commerce Intelligence account.
To permanently delete a chart:
Click Account Setting in the sidebar.
The charts you can delete (based on user permissions and chart ownership) display on the right side of the screen.
Click the checkbox next to the chart line that you want to delete.
Click Delete Selected.
If the chart is being used in a dashboard or email summary, a notification displays. To continue, you must confirm the deletion and then click Force Deletion.