Is there a way to download all unsubscribes from all lists?

Follow this path.

Contact List --> All Subscribers --> Filter

Search in a List

Search email in the list 2

Select the following filter and export the list as hightailed below.

List: All the List (or any specific list or multiple lists)
Status: Unsubscribe
Source: Select all
Unique: Yes
Action: Export

And Click on Submit.

Unsubscribed Contacts

Kindly Note: You can change the Statuses to "Confirmed" or "Blacklisted" (for hard bounces) or a combination of multiple statuses in order to export them respectively.

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