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Looking at my phone I'd already opted out of the "User Experience Program". I don't remember doing so but I do tend to habitually go through the menus and turn all that shit off with a new thing.
Other than that, it seems to be similar to what other manufacturers, including Google, collect. Although I would prefer it if they weren't, I may have to look into disabling that. I must admit I didn't realise how much Google collected, from their privacy policy:
Device information
We collect device-specific information (such as your hardware model,
operating system version, unique device identifiers, and mobile
network information including phone number). Google may associate your
device identifiers or phone number with your Google Account.Log information
When you use our services or view content provided by Google, we
automatically collect and store certain information in server logs.
This includes:details of how you used our service, such as your search queries.
telephony log information, such as your phone number, calling-party
number, forwarding numbers, time and date of calls, duration of calls,
SMS routing information and types of calls. Internet protocol address.
device event information, such as crashes, system activity, hardware
settings, browser type, browser language, the date and time of your
request and referral URL. cookies that may uniquely identify your
browser or your Google Account. Location informationWhen you use Google services, we may collect and process information
about your actual location. We use various technologies to determine
location, including IP address, GPS and other sensors that may, for
example, provide Google with information on nearby devices, Wi-Fi
access points and mobile towers.Unique application numbers
Certain services include a unique application number. This number and
information about your installation (for example, the operating system
type and application version number) may be sent to Google when you
install or uninstall that service or when that service periodically
contacts our servers, such as for automatic updates.
OnePlus privacy shock: So, the cool Chinese smartphones slurp an alarming amount of data
https://www.theregister.co.uk/2017/10/12/oneplus_privacy_concerns/