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Currently there is not a way to pull User data in the way you are looking. Once the Identity Pool is leveraged, the ID is all that is available to track actions within AWS. The Identity Pool only handles the Auth Z portion of the transaction and does not keep or pass along user data even if leveraging Cognito UserPools.
answered 2 years ago
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Since there is a tag mapping feature in ID pools, I would expect to be able to retrieve these tags. Will it ever happen ?