Google Analytics does not collect demographics(age, gender) information for all the users correctly. And as this age, gender, etc are reserved properties so I can not normally sync it to GA either. But my application already has such information about the user so somehow is there any way to sync that google analytics?
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1Did you consider putting your own values in custom user properties? – Frank van Puffelen Dec 29 '21 at 01:49
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1No, I wanted to leverage the existing predefined properties first to have consistency in the GA reports. However, if it is not possible then I would go with the custom properties with different keys for gender and age. – Nilesh Rathore Dec 29 '21 at 03:16
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You can pass the information to Google Analytics as a custom dimension (user-level scope) based on the userId (also to be passed as a user-level custom dimension).
If your doubt is that it is personal 'confidential' information (PII), you can hash the data to make it non-speaking.

Michele Pisani
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