The video bloggers on WordPress.com will notice a new section called “Video Plays” on the Blog Stats section of the dashboard. I just put together this handy section to report the detailed statistics on the videos you uploaded to your WordPress.com blog.
Note that you need to purchase space upgrade in order to upload videos to your blog.
Below are a few screenshots:
Single Video Statistics: