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Google has very direct control over Google Play internal services which are effectively system-level services on android, and collects at least as much data on those users as Apple does on theirs.

The 1% of users running some custom Android build aren't really relevant here, Google scrapes up plenty.



> ... [Google] collects at least as much data on those users as Apple does on theirs.

https://www.scss.tcd.ie/doug.leith/apple_google.pdf

> That is, almost two order of magnitude is uploaded by Android (3.6MB) than by iOS at startup, while Android downloads around a third (952MB) of the data of iOS (2.6GB).

The paper goes on into a lot more detail of tracking what identifiers are sent when and how often.

In particular, look at figure 4 on page 6.




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