IMessage
Is there any way to recover deleted iMessages
iPad, iPadOS 13
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If you have NOT activated iCloud messages and the messages are included in your last backup, you can restore from that backup.
Restore your iPhone, iPad, or iPod touch from a backup - Apple Support
You will lose any data added since the time/date of that backup.