09:20 Vision: Fowler - Power of the Social Graph
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Transcript of 09:20 Vision: Fowler - Power of the Social Graph
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Graphs are Everywhere!
Who are your Friends?
Who do you discuss Important Matters with?
Who do you spend your Free Time with?
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One Pair
Graphs are Everywhere!
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Graphs are Everywhere!
Many Pairs
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Graphs are Everywhere!
Interconnected
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Graphs are Everywhere!
Social Network
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The Framingham Heart Study
Graphs are Everywhere!
Original Cohort1948N = 5,209
Offspring Cohort1971N = 5,124
Gen 3 Cohort2002N ~ 4,000
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ObesityClusters
FHS NETWORK
Graphs are Everywhere!
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Three DegreesOf Influence
FHS NETWORK
Graphs are Everywhere!
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HOMOPHILY
Causes of Similarity and Clustering
INFLUENCE CONTEXT
Graphs are Everywhere!
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The SpreadOf Obesity
Graphs are Everywhere!
FROM 1971 TO 2003
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Spread of Obesity
Graphs are Everywhere!
Ego-Perceived Friend
Mutual Friend
Alter-Perceived Friend
Same Sex Friend
Opposite Sex Friend
Spouse
Sibling
Same Sex Sibling
Opposite Sex Sibling
Immediate Neighbor
Small Workplace Co-worker
0 100 200 300
PERCENTAGE INCREASE IN RISK OF OBESITY
SOCIAL CONTACT
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20011971
Smoking ClustersFHS NETWORK
Graphs are Everywhere!
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Drinking ClustersFHS NETWORK
Graphs are Everywhere!
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ANGER HAPPINESS
Reading Emotions
Graphs are Everywhere!
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HappinessClusters
FHS NETWORK
Graphs are Everywhere!
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Graphs are Everywhere!
POLITICS
Collective Emotions
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ContagiousOutbreaks
TWITTERNETWORK
Graphs are Everywhere!
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Graphs are Everywhere!
POLITICS
Collective Ideology
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Graphs are Everywhere!
POLITICS
Collective Ideology
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ECONOMICS
Collective Emotions
Graphs are Everywhere!
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Broadway Musicals!
source: Brian Uzzi
Graphs are Everywhere!
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Networks & Evolution
Social Networksin the Hadza
SIMILAR TO OUR OWN
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Our Network PositionIs Partially Heritable
Graphs are Everywhere!Graphs are Everywhere!
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Graphs are Everywhere!
A/A female
A/A male
A/G female
A/G male
G/G female
G/G male
Friend Tie
Our Friends’GenesDRD2
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How Do We Take Our Natural Social Networks Online?
Graphs are Everywhere!
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OnlineNetworks
REAL FRIENDS
Graphs are Everywhere!
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OnlineNetworks
FRIENDS, CLUBS,
Graphs are Everywhere!
ROOMMATES, FACEBOOK
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PhotoTagging
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SmilingClusters
FACEBOOK NETWORK
SmilersSmilers
NonNonSmilersSmilers
Graphs are Everywhere!
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ObesityClusters
FACEBOOK NETWORK
Graphs are Everywhere!
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Graphs are Everywhere!
source: www.ConnectedTheBook.com
ClustersFACEBOOK NETWORK
Band
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MovieClusters
source: www.ConnectedTheBook.com
FACEBOOK NETWORK
Graphs are Everywhere!
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ViralVoting
FACEBOOK NETWORK
Graphs are Everywhere!
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ViralVoting
FACEBOOK NETWORK
Graphs are Everywhere!
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ViralVoting
FACEBOOK NETWORK
Graphs are Everywhere!
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Graphs are Everywhere!
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Graphs are Everywhere!
Realize Your Own Network Power
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Graphs are Everywhere!
Thank You!