In the statistics section under the tab Check-in flows (participants), you will find all information about the status of check-ins. 

Here you can see who checked in at what time or if someone has not checked in yet.  

By clicking the info button next to each participant, you will find details about the respective participant (Name, Email Address, Check-In Status, Purchase Date, Ticket ID, Ticket Category).