I think this study is quite good but it does come with one important caveat: From page 5, "This is before the introduction of Apple's new opt-in mechanism for tracking in 2021. Our dataset therefore reflects privacy in the app ecosystem shortly before this policy change." Personally, I would prefer to see the difference between apps monetized by customers paying directly and apps monetized by advertising. I take for…
Letting a third party run code on your system they don't permit you two or someone you trust to see is a bit like being asked to adopt a legal contract that has some amount of power over you you are not permitted to read.
If you want apps willing to prove you can trust them to respect your privacy and freedom, the reasonably strict process of apps in the F-Droid store are what you are likely looking for.
There is an accountable and privacy preserving alternative for almost everything.