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diplomacy networks in
Why to map the Twitter
                                diplomacy networks?
            At the beginning of January 2011, we saw an interesting presentation from Matthias
                Lüfkens - Media Associate Director of the World Economic Forum – about Twitter
                 Diplomacy among the maximum government representatives around the world.

            This is certainly a new field for diplomacy, where who follows who becomes part of a
                                                                              political statement.

            We are a consultant firm focused on mapping and analyzing all kind of organizational
              networks - looking for patterns and pathways to further develop and enhance the
                                                                   organizational social capital.

                With that in mind, we asked Matthias for his gathered relational dataset, looking
               forward to complement his analysis with a quick Organizational Network Analysis.

                                         He kindly accepted and here is the result of our analysis.

                               Note: the data was captured by Matthias Lüfkens in early December 2010.
treebranding.com                                                 For methodological notes see slide 26.
*




                       *After the network data being gathered, the Russian
                   government renamed their account to @KremlinRussia_E
treebranding.com
1. Who are the leaders most followed
                                      by other leaders on Twitter?

            Here, the twitter bird indicates the maximum government representatives -
            leaders/Governments’ - twitter accounts.

            For instance, Barack Obama has 6.366.205 followers. He is a very influential leader
            indeed.




            However, how many world government representatives are following Obama?

                                                              Just    5!

            In the next slide, we will show the direct Influence of government representatives
            (in terms of Twitter), represented by the size of the birds.
treebranding.com
Curiously, the Argentinean president is
                    the most followed by others leaders,
treebranding.com        mostly from LATAM region.
2. Who are the leaders who most
                                        follow other leaders?




       In the next network visualization, the size of the birds indicates the Influenced
       leaders (in terms of their capacity to access information and recognize others
       leaderships).




treebranding.com
David Cameron is who most Follow
                            other leaders




treebranding.com
Followed leaders   Following leaders




treebranding.com
3. Who are the brokers leaders?




       In the next network, the biggest birds indicate who are - in the shortest path
       between others – bridging the global leaders.




treebranding.com
Again, Cameron is a clear Broker,
                   bridging the leaders’s twitter
                   accounts around the globe.




treebranding.com
Broker Leaders
                   120




                   100




                    80




                    60




                    40




                    20




                     0




treebranding.com
4. Network topography
                             without the Mapa Mundi
                            The network
                           can be divided
                            into two big
                             sub-groups
                   LATAM




treebranding.com
5. What is the Density* of
                                      the global Network?

                                     18,8%


                   • Too low for a small network
                   • There are few leaders in Twitter yet



                   *Density is the global interconnectivity measure of a network,
                   where 0% means nobody is connected and 100% means everybody
                   is interconnected.
treebranding.com
5.1. What are the subgroups
                                                       densities?
                                                                           In # of links
Subgroups:                                                G8        LATIN AMERICA       OTHERS
• G8: EE.UU, UK, France,
                                          G8              10*              4                4
Canada, Russia.
                                   LATIN AMERICA           3               27               0
• Latin America: Mexico,
                                       OTHERS              3               0                0
Costa Rica, Colombia,
Venezuela, Ecuador, Brazil,
                                                  *10 links interconnect G8 leaders between them.
Argentina, Chile.
• Others: Turkey, South
Korea, Australia, South Africa.                                                 In density %
                                                          G8       LATIN AMERICA        OTHERS
                                          G8            50%**            10%              20%
                                   LATIN AMERICA         7,5%            48,2%             0%
                                      OTHERS             15%              0%               0%

treebranding.com              * The 10 links represent 50% of interconnectivity between G8 leaders.
6. What are the brokers roles?
                           Consultant: Is followed and follows nodes of the same group
                                       different from his original group.

                           Coordinator: Is followed and follows nodes of his same group.

                           Gatekeeper: Is followed by nodes different from his group and
                                       follows nodes of his same group.

                           Liaison: Is followed by nodes of a different group and follows
                                    nodes from a different group of both.

                           Representative: Is followed by nodes from the same group and
                                            follows nodes from a different group.
                   In the next networks visualization, the size of nodes are proportional to their
treebranding.com   particular brokerage score.
Is the most Consultant broker




treebranding.com
Is the most Coordinator broker
treebranding.com
Is the most Gatekeeper broker




treebranding.com
Is the most Liaison broker




treebranding.com
Is the most Representative broker




treebranding.com
In sum...
         • Few of the maximum government representatives are in Twitter
         • The small network size is poorly interconnected


         • The global reciprocity between leaders is 45,71%. It means that almost half of the possible
         links are mutual (if A follows B, B follows A)

         • Latin America leaders are the best interconnected with each other, but poorly
         interconnected with leaders from the rest of the world.

         • UK account follows most of the others accounts, bridging them around the globe.

         • Obama is not the best in Twitter.


         • Twitter diplomacy network represents part of the local leadership characteristics.
         A mirror of diplomacy in the social media era.

         • A systematic mapping of the Twitter diplomacy would be interesting for an evolutionary
         point of view.
treebranding.com
About Tree Branding


            We area a multidisciplinary think tank specialized
            in Organizational Network Analysis consultancy.

                   Helping Governments, NGO, Organizations and
                     Local Communities to uncover their network
                   patterns and develop their Social Capital in the
                                              interconnected era.


treebranding.com
Contact info


                                    Ignacio García
                                             Co founder

                       ignacio@treebranding.com
                          www.treebranding.com




                   Headquarter office:             Branch office:
                    São Paulo – Brazil   Buenos Aires – Argentina
treebranding.com    +55 11 2372-1157           +54 11 5849-8479
Methodological notes

      To avoid redundancy, the following twitter’s accounts were merged:

      •   @BarackObama was merged with WhiteHouse
      •   (personal & function account).
      •   MedvedevRussia was merged with MedvedevRussiaE
      •   (Russian & English account)
      •   FelipeCalderon was merged with presidenciamx
      •   (personal & function account)
      •   RT_Erdogan was merged with cbAbdullahGul
      •   (Turkish President and Primer Minister)

              Roles Brokerage measures (slide 15): Gould, J. and Fernandez, J. 1989.
              Structures of mediation: A formal approach to brokerage in transaction
              networks. Sociological Methodology: 89-126.




treebranding.com

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Twitter Diplomacy Tree Branding

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  • 3. Why to map the Twitter diplomacy networks? At the beginning of January 2011, we saw an interesting presentation from Matthias Lüfkens - Media Associate Director of the World Economic Forum – about Twitter Diplomacy among the maximum government representatives around the world. This is certainly a new field for diplomacy, where who follows who becomes part of a political statement. We are a consultant firm focused on mapping and analyzing all kind of organizational networks - looking for patterns and pathways to further develop and enhance the organizational social capital. With that in mind, we asked Matthias for his gathered relational dataset, looking forward to complement his analysis with a quick Organizational Network Analysis. He kindly accepted and here is the result of our analysis. Note: the data was captured by Matthias Lüfkens in early December 2010. treebranding.com For methodological notes see slide 26.
  • 4. * *After the network data being gathered, the Russian government renamed their account to @KremlinRussia_E treebranding.com
  • 5. 1. Who are the leaders most followed by other leaders on Twitter? Here, the twitter bird indicates the maximum government representatives - leaders/Governments’ - twitter accounts. For instance, Barack Obama has 6.366.205 followers. He is a very influential leader indeed. However, how many world government representatives are following Obama?  Just 5! In the next slide, we will show the direct Influence of government representatives (in terms of Twitter), represented by the size of the birds. treebranding.com
  • 6. Curiously, the Argentinean president is the most followed by others leaders, treebranding.com mostly from LATAM region.
  • 7. 2. Who are the leaders who most follow other leaders? In the next network visualization, the size of the birds indicates the Influenced leaders (in terms of their capacity to access information and recognize others leaderships). treebranding.com
  • 8. David Cameron is who most Follow other leaders treebranding.com
  • 9. Followed leaders Following leaders treebranding.com
  • 10. 3. Who are the brokers leaders? In the next network, the biggest birds indicate who are - in the shortest path between others – bridging the global leaders. treebranding.com
  • 11. Again, Cameron is a clear Broker, bridging the leaders’s twitter accounts around the globe. treebranding.com
  • 12. Broker Leaders 120 100 80 60 40 20 0 treebranding.com
  • 13. 4. Network topography without the Mapa Mundi The network can be divided into two big sub-groups LATAM treebranding.com
  • 14. 5. What is the Density* of the global Network? 18,8% • Too low for a small network • There are few leaders in Twitter yet *Density is the global interconnectivity measure of a network, where 0% means nobody is connected and 100% means everybody is interconnected. treebranding.com
  • 15. 5.1. What are the subgroups densities? In # of links Subgroups: G8 LATIN AMERICA OTHERS • G8: EE.UU, UK, France, G8 10* 4 4 Canada, Russia. LATIN AMERICA 3 27 0 • Latin America: Mexico, OTHERS 3 0 0 Costa Rica, Colombia, Venezuela, Ecuador, Brazil, *10 links interconnect G8 leaders between them. Argentina, Chile. • Others: Turkey, South Korea, Australia, South Africa. In density % G8 LATIN AMERICA OTHERS G8 50%** 10% 20% LATIN AMERICA 7,5% 48,2% 0% OTHERS 15% 0% 0% treebranding.com * The 10 links represent 50% of interconnectivity between G8 leaders.
  • 16. 6. What are the brokers roles? Consultant: Is followed and follows nodes of the same group different from his original group. Coordinator: Is followed and follows nodes of his same group. Gatekeeper: Is followed by nodes different from his group and follows nodes of his same group. Liaison: Is followed by nodes of a different group and follows nodes from a different group of both. Representative: Is followed by nodes from the same group and follows nodes from a different group. In the next networks visualization, the size of nodes are proportional to their treebranding.com particular brokerage score.
  • 17. Is the most Consultant broker treebranding.com
  • 18. Is the most Coordinator broker treebranding.com
  • 19. Is the most Gatekeeper broker treebranding.com
  • 20. Is the most Liaison broker treebranding.com
  • 21. Is the most Representative broker treebranding.com
  • 22. In sum... • Few of the maximum government representatives are in Twitter • The small network size is poorly interconnected • The global reciprocity between leaders is 45,71%. It means that almost half of the possible links are mutual (if A follows B, B follows A) • Latin America leaders are the best interconnected with each other, but poorly interconnected with leaders from the rest of the world. • UK account follows most of the others accounts, bridging them around the globe. • Obama is not the best in Twitter. • Twitter diplomacy network represents part of the local leadership characteristics. A mirror of diplomacy in the social media era. • A systematic mapping of the Twitter diplomacy would be interesting for an evolutionary point of view. treebranding.com
  • 23. About Tree Branding We area a multidisciplinary think tank specialized in Organizational Network Analysis consultancy. Helping Governments, NGO, Organizations and Local Communities to uncover their network patterns and develop their Social Capital in the interconnected era. treebranding.com
  • 24. Contact info Ignacio García Co founder ignacio@treebranding.com www.treebranding.com Headquarter office: Branch office: São Paulo – Brazil Buenos Aires – Argentina treebranding.com +55 11 2372-1157 +54 11 5849-8479
  • 25. Methodological notes To avoid redundancy, the following twitter’s accounts were merged: • @BarackObama was merged with WhiteHouse • (personal & function account). • MedvedevRussia was merged with MedvedevRussiaE • (Russian & English account) • FelipeCalderon was merged with presidenciamx • (personal & function account) • RT_Erdogan was merged with cbAbdullahGul • (Turkish President and Primer Minister) Roles Brokerage measures (slide 15): Gould, J. and Fernandez, J. 1989. Structures of mediation: A formal approach to brokerage in transaction networks. Sociological Methodology: 89-126. treebranding.com