How can I remove AWDD from analytics data on my iPhone?

A normal user like me do not want to know what these analytics data mean. These should never bother anyone especially when there is no issue with your device.

These are meant for diagnosis when the iPhone goes for service or repair to the Apple Authorised Service center.

You cannot alter what analytics data is collected. That is built into the operating system and is not something a user can alter.

AWDD stands for Apple Wireless Diagnosstic Daemon. A daemon is a process running as part of the process of collecting analytics data, and again, those processes are not something any user can alter, shutdown or change.