You should ALWAYS hold your phone horizontally when shooting video. Look at your TV screen. Is it vertical or horizontal? In order to fill the screen with video, you must shoot with the phone held horizontally.
Your video is very well done. A tripod makes all the difference. You might consider getting the camera just a bit lower if you can. Makes for a more realistic view.