before you use time machine, check out the list of exclusions. they include ~/library/logs which is where AOL's AIM program keeps its logs. Apple makes zero effort to let the user know what files it's excluding. See:
http://shiftedbits.org/2007/10/31/time-machine-exclusions/
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