By default you see Engaged Views, but the options above the graph allow you to change this to Hours Watched or Audience Size. Note that engaged views means a viewer watched at least 30 seconds of the video.

By default, the data is for the data range is the the general one set in the Date Range Selector, but you can also choose the data range for this graph specifically in the controls above the graph.