In this plot Im running a (ruby) gltail of apache access log while I rip the site with a recursive wget
Often with machine generated data (eg a syslog stream) there is too much to read every item and its coming in real time from multiple sources so you cant see the forest for the trees.
By graphically showing the data the eye can see if something looks strange or different than normal.
The human eye has a data bandwidth of ~10 Mbps and couple that with the brain and you have a kick ass data miner!
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