A drawing of a graph in which each person is represented by a dot called a node and the friendship relationship is represented by a line called an edge
This animation shows the different types of relations between social objects. User Eva is a friend of Adam and Kate, though Adam and Kate are not friends themselves. Peter's photo was "liked" by many users, including Eva. Also Eva listened to the Last.fm radio and watched the video from YouTube.

The social graph is a graph that represents social relations between entities. In short, it is a model or representation of a social network, where the word graph has been taken from graph theory. The social graph has been referred to as "the global mapping of everybody and how they're related".[1]

The term was used as early as 1964, albeit in the context of isoglosses.[2] Leo Apostel uses the term in the context here in 1978.[3] The concept was originally called sociogram.

The term was popularized at the Facebook F8 conference on May 24, 2007, when it was used to explain how the newly introduced Facebook Platform would take advantage of the relationships between individuals to offer a richer online experience.[4] The definition has been expanded to refer to a social graph of all Internet users.

Since explaining the concept of the social graph, Mark Zuckerberg, one of the founders of Facebook, has often touted Facebook's goal of offering the website's social graph to other websites so that a user's relationships can be put to use on websites outside Facebook's control.[5]


Several issues have come forward regarding the existing implementation of the social graph owned by Facebook. For example, currently, a social networking service is unaware of the relationships forged between individuals on a different service. This creates an online experience that is not seamless, and instead provides for a fragmented experience due to the lack of an openly available graph between services. In addition, existing services define relationships differently.

As of 2010, Facebook's social graph is the largest social network dataset in the world,[6] and it contains the largest number of defined relationships between the largest number of people among all websites because it is the most widely used social networking service in the world.[7] Concern has focused on the fact that Facebook's social graph is owned by the company and is not shared with other services, giving it a major advantage over other services and preventing its users from taking their graph with them to other services when they wish to do so, such as when a user is dissatisfied with Facebook. Google has attempted to offer a solution to this problem by creating the Social Graph API, released in January 2008,[8] which allows websites to draw publicly available information about a person to form a portable identity of the individual, in order to represent a user's online identity.[9] This did not, however, experience Google's desired uptake and was thus retired in 2012.[10] Facebook introduced its own Graph API at the 2010 f8 conference. Both companies monetise collected data sets through direct marketing and social commerce.[11] In December 2016, Microsoft acquired LinkedIn for $26.2 billion.[12]

Open Graph

Further information: Facebook Platform § Open Graph protocol

Facebook's Graph API allows websites to draw information about more objects than simply people, including photos, events, and pages, and their relationships between each other. This expands the social graph concept to more than just relationships between individuals and instead applies it to virtual non-human objects between individuals, as well.[13]

See also


  1. ^ "Facebook: One Social Graph to Rule Them All?". CBS News. Retrieved July 11, 2010.
  2. ^ "Graphic Representation of Social Isoglosses". Anthropological Linguistics. Volume 6. Issue 4. Horne, Kibbey M. February 1964.
  3. ^ Apostel, Leo (1978). "The Elementary Theory of Collective Action" (PDF). Philosophica, (Volume 21). Archived from the original (PDF) on November 10, 2021.
  4. ^ "Facebook Unveils Platform for Developers of Social Applications". Facebook. Retrieved July 11, 2010.
  5. ^ "Facebook's Zuckerberg uncorks the social graph". ZDNet. Retrieved July 11, 2010.
  6. ^ "One Graph To Rule Them All?". A VC. Retrieved July 11, 2010.
  7. ^ "Facebook: No. 1 Globally". BusinessWeek. Retrieved July 11, 2010.
  8. ^ "Google Launches Social Graph API". InformationWeek. Retrieved July 11, 2010.
  9. ^ "Is Google's social graph API a Creeping Privacy Violation?". ReadWriteWeb. Retrieved July 11, 2010.
  10. ^ "Renewing old resolutions for the new year". Official Google Blog. Retrieved August 14, 2012.
  11. ^ Barok, Dušan (2011-05-22). "Privatising Privacy: Trojan Horse in Free Open Source Distributed Social Platforms". Retrieved 2011-10-15.
  12. ^ Lunden, Ingrid (2016-12-08). "Microsoft officially closes its $26.2B acquisition of LinkedIn". TechCrunch. Retrieved 2017-11-24.
  13. ^ "Graph API". Facebook. Retrieved July 11, 2010.