In WHM you can look at your server load (real-time) under Server Status, but how can you get an average over a period of time like 24 hours?

Use a script like ServerSTATS

http://www.clook.net/freescripts/

so there is nothing included with WHM/Cpanel that does this?

Not that I know of.