At 1:53 in the video, they are removing a right-hand pedal and are clearly turning the wrench clockwise as viewed from the crank side.
If videos are confusing you then get yourself an ordinary nut and bolt and put them in the position of the crank and pedal and see how you turn the bolt to back it out of the nut.