Assignment_5

Structural Holes author: - name: Walid Medani url: https://walidmedani.github.io/networks-blog/

Game of Thrones Like/Dislike

Network Size

[1] 11

[1] 46

Attributes

[1] FALSE

[1] TRUE

[1] FALSE

[1] "name"

 [1] "Name"                  "Lysa.Arryn"           
 [3] "Petyr.Baelish"         "Joffrey.Baratheon"    
 [5] "Margaery.Tyrell"       "Renly.Baratheon"      
 [7] "Robert.Baratheon"      "Stannis.Baratheon"    
 [9] "Brienne.of.Tarth"      "Bronn"                
[11] "Gregor.Clegane"        "Sandor.Clegane"       
[13] "Xaro.Xhoan.Daxos"      "Gendry"               
[15] "Balon.Greyjoy"         "Theon.Greyjoy"        
[17] "Jaqen.H.ghar"          "Hodor"                
[19] "Khal.Drogo"            "Cersei.Lannister"     
[21] "Jaime.Lannister"       "Lancel.Lannister"     
[23] "Tyrion.Lannister"      "Tywin.Lannister"      
[25] "Maester.Luwin"         "Melisandre"           
[27] "Jeor.Mormont"          "Jorah.Mormont"        
[29] "Osha"                  "Podrick.Payne"        
[31] "Pyat.Pree"             "Grand.Maester.Pycelle"
[33] "Ros"                   "Davos.Seaworth"       
[35] "Shae"                  "Jon.Snow"             
[37] "Arya.Stark"            "Bran.Stark"           
[39] "Catelyn.Stark"         "Robb.Stark"           
[41] "Sansa.Stark"           "Daenerys.Targaryen"   
[43] "Viserys.Targaryen"     "Samwell.Tarly"        
[45] "Loras.Tyrell"          "Varys"                
[47] "Eddard.Stark"         

Centrality Measures

Betweenness Centrality

        Arryn       Baelish     Lannister        Tyrell     Baratheon 
            0             0             0             0             0 
        Stark                     Greyjoy Night's Watch     Targaryen 
            1             5             0             0             0 
        Tully 
            0 

Edge Betweeness plot

Betweeness Centralization

[1] 0.05444444

Closeness Centralization

[1] 0.03548935

Network Constraint

    Arryn   Baelish Lannister    Tyrell Baratheon     Stark 
1.0000000 1.0000000 0.9917431 1.0436180 0.9977808 0.8002717 

Gould-Fernandez Brokerage

                     w_I        w_O       b_IO       b_OI       b_O
Arryn                NaN -0.9759951 -0.6715120 -0.6715120 -1.561299
Baelish              NaN -0.9759951 -0.6715120 -0.6715120 -1.561299
Lannister            NaN -0.9759951 -0.6715120 -0.6715120 -1.561299
Tyrell        -0.4759641 -0.8243941 -0.8953493 -0.8953493 -1.458012
Baratheon            NaN -1.0836066        NaN        NaN -1.672677
Stark                NaN -0.9759951 -0.6715120 -0.6715120 -1.313798
                     NaN -1.0836066        NaN        NaN  1.910340
Greyjoy       -0.4759641 -0.8243941 -0.8953493 -0.8953493 -1.458012
Night's Watch        NaN -0.9759951 -0.6715120 -0.6715120 -1.561299
Targaryen            NaN -0.9759951 -0.6715120 -0.6715120 -1.561299
Tully         -0.4759641 -0.8243941 -0.8953493 -0.8953493 -1.458012
                      t
Arryn         -1.701438
Baelish       -1.701438
Lannister     -1.701438
Tyrell        -1.701438
Baratheon     -1.701438
Stark         -1.515633
               1.457237
Greyjoy       -1.701438
Night's Watch -1.701438
Targaryen     -1.701438
Tully         -1.701438