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Apologies for such a glib reply! Maybe have a look at LineageOS or rooting the phone so you can install a system-wide ad/tracker blocker.
Of course if you're using Google's services, they'll be using some statistical stuff anyway...
For that, you can go to your Google account settings and tweak some privacy stuff so you at least don't get targeted advertising. It's not the perfect solution but it makes things just that little bit less creepy :)
Well_is_it
hippy
@atk
What should I be doing to secure/minimise tracking on an Android phone? Is there a quick start guide or anyone document their setup?