Notification Unsubscribes

Twitter is rolling out more push notifications to users because they think users are missing out on good content. Let’s say they want to release a new notification system in an A/B test.

Let’s say that after we release more notifications, we’re seeing the total number of unsubscribes increase.

What are ways in which we can understand how the new increased push notifications system affect engagement?