Data partition

Can you please assist me wipe my data partition on Samsung Note3 to avoid instability

What you are asking is basically what a factory data reset accomplishes. It wipes the userdata partition off the phone, leaving the other system partitions be. You can access the reset menus in your phone's Settings area, or you can find how to boot the Note 3 into recovery and do it there.
 

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