New vs. Old visitors is a metric that tells you how the number of new users compare against recurring visitors on your site at any given time period.
Sessions by Device Type refers to the breakdown of website visitors based on their device type.
Page load speeds refer to the time it takes to load and display the entire content of a web page for the website visitors.
The bounce rate is the percentage of your website visitors who exit right after viewing just a single page.