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The EFF has done some research on that question: https://panopticlick.eff.org/

Interesting -- using NoScript reduced my "bits of information" from 20 to 14. I would have expected it to increase the uniqueness of my browser.

They can get considerably less data if you don't have Javascript enabled.

hmmmm..... Looks like I should use IE instead of chrome.