Theme vs Page

Theme - This is the site-wide layout and encompasses and surrounds each of the individual page's content. This normally includes the header and footer that is displayed on each page of the site.

Page - This is the individual content added to a page within the Site - It contains Rows, Columns, and the various Modules you have added to the page