Replying to @null and @DSepDC, @Forsheit
Actually it is inherently more accountable and, yes, more ethical for data collection to happen through who you're interacting with than with a hidden party you've never heard of.
It doesn't prevent misbehaviour but it assigns responsibility where it can be seen.