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That sounds nice in theory, but even as a highly technical user, I don't have any knowledge about what information apps actually gather about me.

I tend to assume they collect more than you'd think and are less effective at using it than you'd think.

That's precisely why the EU gave us GDPR. With it, the app has to provide you with that knowledge.