Based on my and my friend's preferences, we prefer mobile app for apps they will be using a lot and trust, like Facebook/Slack/Twitter/Email, and want to use the web for apps we rarely use or don't trust as much.

Op is arguing that based on our intuition the data aggregated at that level doesn't distinguish between this more complex story and the simple one of "people prefer apps".