Download video from YouTube using its link
Bug edit. Some problems can be caused by your pytube version... Please try :
python3 -m pip --upgrade pip
python3 -m pip install git+https://github.com/nficano/pytube
to finally get your video.
Solution seen at pytube/pytube#845