I know some ways that I can see the average of CPU and memory use for one process, but I never saw a way to see the average of all process that appeared during some time.

The goal is, for example, to see what process, since the moment I turned on my laptop, is consuming most CPU and memory. If I see just one process at a time I'll never get this, because I need to compare a process with the other processes.

systemd-analyze plot > filename.svg


Borrowed from another relevant answer

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