Here is a mini tutorial on How to Hide Your Last Login!
Go to Profile > Customize Profile and hover over the Basic Information module and click Settings:
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Simply uncheck anything you would like to hide and Apply Changes.
This will then show your last login, full name, location as private.
To hide the 'Last Login: Private'
Go to Profile > Customize Profile > and insert the following in the CSS section: