Two years ago Apple released information on its website about "differential privacy", which is a branch of data analysis that deals with collecting information for analysis that cannot be tied directly back to an individual person.

Here's one example article on the subject:

https://machinelearning.apple.com/2017/12/06/learning-with-p...