Methods and arrangements for rendering social proximity networks for mobile phones. A contemplated method includes: obtaining communication data for a mobile phone; deriving from the communication data a social proximity score with respect to at least one individual associated with at least one device that has communicated with the mobile phone; and storing the social proximity score. Other variants and embodiments are broadly contemplated herein.