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That won't work because you'll be adding noise to your own data. You'll have trouble searching through your own data-sets for "real" stuff. If you do something to designate what's real, you're just back to square one.


  > That won't work because you'll be adding noise to 
  > your own data.
What does "noise" mean in this context?


If real data is signal, then fake data is noise.




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