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Being invisible to Google Analytics?
How do I make sure that my own usage of my app won't affect the analytics on Google Analytics?
You should produce an apk without ads and analytics and use that one instead.
Once you start getting some real users of your app, your own usage will not skew the Analytics in any meaningful way. However, you may be able to filter out your IP address from your google Analytics project settings if you really want to...
Will it also work to uncheck the box in the settings allowing the app to collect data?
Yes that will work as well.