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Adrien Friggeri
Renaud Lambiotte     Psychological Aspects
                      of Social Communities
  Michal Kosinski
       Éric Fleury
New-York Times
         rd
     April 3 , 1933
Jacob Moreno
  1889–1974
Social Network Analysis
  “I am not a number”
Big Five traits
   OCEAN Score
Openness to Experience
  “I have a rich vocabulary”
Conscientiousness
 “I like order”
Extraversion
“I don’t mind being the
    center of attention”
Agreeableness
  “I take time out
  for others”
Neuroticism
 “I often feel blue”
Extroverts
 tend to have
    more friends
Communities
  Finer grained
social structure
.    .
              C=       k   .+ .
                       3
  Cohesion
Capturing perception
       of community
Social Structure
Overlapping Communities
myPersonality.org
 online personality tests
“Social dataset”
   Ego-networks
Rewired Network
      Baseline for analysis




18
Rewired Network
      Baseline for analysis




19
Rewired Network
      Baseline for analysis




20
Rewired Network
      Baseline for analysis




21
Rewired Network
      Baseline for analysis




22
Rewired Network
      Baseline for analysis




23
24 284 subjects
3 datasets   974 677 communities
             1 709 883 rewired communities
Age ~ Degree
young Facebook population
Introverts
   tend to be
 part of fewer
       groups
Extroverts
 tend to belong
to smaller groups
Extroverts
tend to be in strongly
  overlapping groups
145 friends     101 friends
extraversion   extraversion
    -1.21          1.33
thanks
                      questions?




http://friggeri.net
adrien@friggeri.net

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Psychological Aspects of Social Communities