That is the minimap, and you can hide it from the little popup menu at the top right of the canvas.
Updated the same with more details
Keyboards Shortcut -> Shift+Ctrl+Cmd+M
Menu Option:
Step 1. Select "Adjust Editor Option"
Step 2. Select "Minimap"