Question: how to transfer whatsapp data from one phone number to another?
Answer: Tap NEXT, then enter your old phone number and new phone number.
Tap DONE, and wait for a verification SMS to be sent to your new phone number. ... 
Create a manual backup by going to Settings > Chats > Chat backup > BACK UP.