This has nothing to do with "Socialite".
I never worked with Azure, but I am sure you created an application to get the secret key and the app key,
in that application's settings you'll find something like "scopes", there you can tick whatever permissions and fields you want in return, keep in mind that anything you tick there will be shown to the user when they're asking his permission to authorize your application.
If you don't have the scopes options then there's nothing much you can do.
My answer is based on the other providers I worked with like Github, Facebook, Google.