Anonymous data can easily become identifiable when it's small enough, as GP was saying.
If someone runs a tiny blog that they attempt to monetize with affiliate links, and one of their only readers at the moment is their mother, I don't think they'd be happy seeing that one of their readers purchased a sex toy.
The site owner only sees that 35 people bought book X while 24 people bought book Y.