Sounds like something an application might be doing. You could try to perform a Master Reset, then leave it stock (without any added applications) for a few days and see if you notice a change. If you look at the applications, you will be able to see what permissions the application has. Anything with network permissions could be "phoning home" for updates, etc. There could also be app processes that run in the background. Good luck!
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