Do I have the capability to see the activity of my videos in Google Drive?

There is not currently an option to track analytics or views of videos stored in Google Drive. (You can vote on this feature in Google's Support Community.) 

A workaround could be to share the videos through unlisted YouTube links instead of Drive; then, you would have a count of the views.