A check is based on a specific command available in your Shinken Enterprise environment.
Some of the available commands will provide more details than just the status. These information are called metrics.
The metric values are stored after every check run.
The Graphs widget will display all metrics of a check from a chosen host, for the last 24 hours (like CPU, RAM, response time, …).