Following research by an analytics firm, Apple has pulled some apps from the iOS App Store that use private API calls to collect user data. Data collected by Chinese advertising company Youmi, in violation of Apple regulations, includes serial numbers of devices running iOS 7 and before, serial numbers of phone subsystems and components under all versions of the iOS, Apple ID emails, and a list of installed apps.