R/data_ison.R
ison_starwars.RdOne-mode network dataset collected by Gabasova (2016) on the interactions between Star Wars characters in each movie from Episode 1 (The Phantom Menace) to Episode 7 (The Force Awakens). There is a separate network for each episode, and the data is listed in order from episode 1 to 7. The network for each episode varies in the number of nodes and ties. For all networks, characters are named (eg. R2-D2, Anakin, Chewbacca) and the following node attributes are provided where available: height, mass, hair color, skin color, eye color, birth year, sex, homeworld, and species. The node attribute 'faction' has also been added, denoting the faction (eg. Jedi, Rebel Alliance, etc) that Star Wars characters belong to in each episode (coding completed with help of Yichen Shen and Tiphaine Aeby). Weighted ties represent the number of times characters speak within the same scene of the film.
data(ison_starwars)#> $`Episode I`
#> # A labelled, weighted, undirected network of 38 nodes and 135 ties
#> # A tibble: 38 x 11
#> name height mass hair_color skin_color eye_color birth_year sex homeworld
#> <chr> <int> <dbl> <chr> <chr> <chr> <dbl> <chr> <chr>
#> 1 R2-D2 96 32 <NA> white, bl~ red 33 none Naboo
#> 2 QUI-G~ 193 89 brown fair blue 92 male <NA>
#> 3 NUTE ~ 191 90 none mottled g~ red NA male Cato Nei~
#> 4 PK-4 NA NA <NA> <NA> <NA> NA <NA> <NA>
#> 5 TC-14 NA NA <NA> <NA> <NA> NA <NA> <NA>
#> 6 OBI-W~ 182 77 auburn, w~ fair blue-gray 57 male Stewjon
#> # i 32 more rows
#> # i 2 more variables: species <chr>, faction <chr>
#> # A tibble: 135 x 3
#> from to weight
#> <int> <int> <int>
#> 1 1 16 11
#> 2 1 2 14
#> 3 1 19 16
#> 4 1 18 3
#> 5 1 23 2
#> 6 1 25 2
#> # i 129 more rows
#>
#> $`Episode II`
#> # A labelled, weighted, undirected network of 33 nodes and 101 ties
#> # A tibble: 33 x 11
#> name height mass hair_color skin_color eye_color birth_year sex homeworld
#> <chr> <int> <dbl> <chr> <chr> <chr> <dbl> <chr> <chr>
#> 1 R2-D2 96 32 <NA> white, bl~ red 33 none Naboo
#> 2 CAPTA~ 185 85 black dark brown NA male Naboo
#> 3 EMPER~ 170 75 grey pale yellow 82 male Naboo
#> 4 SENAT~ NA NA <NA> <NA> <NA> NA <NA> <NA>
#> 5 ORN F~ NA NA <NA> <NA> <NA> NA <NA> <NA>
#> 6 MACE ~ 188 84 none dark brown 72 male Haruun K~
#> # i 27 more rows
#> # i 2 more variables: species <chr>, faction <chr>
#> # A tibble: 101 x 3
#> from to weight
#> <int> <int> <int>
#> 1 1 13 7
#> 2 1 12 7
#> 3 1 24 3
#> 4 3 4 2
#> 5 3 5 2
#> 6 4 5 1
#> # i 95 more rows
#>
#> $`Episode III`
#> # A labelled, weighted, undirected network of 24 nodes and 65 ties
#> # A tibble: 24 x 11
#> name height mass hair_color skin_color eye_color birth_year sex homeworld
#> <chr> <int> <dbl> <chr> <chr> <chr> <dbl> <chr> <chr>
#> 1 R2-D2 96 32 <NA> white, bl~ red 33 none Naboo
#> 2 ANAKIN 188 84 blond fair blue 41.9 male Tatooine
#> 3 OBI-W~ 182 77 auburn, w~ fair blue-gray 57 male Stewjon
#> 4 ODD B~ NA NA <NA> <NA> <NA> NA <NA> <NA>
#> 5 GENER~ 216 159 none brown, wh~ green, y~ NA male Kalee
#> 6 EMPER~ 170 75 grey pale yellow 82 male Naboo
#> # i 18 more rows
#> # i 2 more variables: species <chr>, faction <chr>
#> # A tibble: 65 x 3
#> from to weight
#> <int> <int> <int>
#> 1 1 6 2
#> 2 1 3 12
#> 3 1 2 9
#> 4 1 9 5
#> 5 1 8 4
#> 6 1 10 4
#> # i 59 more rows
#>
#> $`Episode IV`
#> # A labelled, weighted, undirected network of 21 nodes and 60 ties
#> # A tibble: 21 x 11
#> name height mass hair_color skin_color eye_color birth_year sex homeworld
#> <chr> <int> <dbl> <chr> <chr> <chr> <dbl> <chr> <chr>
#> 1 R2-D2 96 32 <NA> white, bl~ red 33 none Naboo
#> 2 CHEWB~ 228 112 brown unknown blue 200 male Kashyyyk
#> 3 C-3PO 167 75 <NA> gold yellow 112 none Tatooine
#> 4 LUKE 172 77 blond fair blue 19 male Tatooine
#> 5 DARTH~ 202 136 none white yellow 41.9 male Tatooine
#> 6 CAMIE NA NA <NA> <NA> <NA> NA <NA> <NA>
#> # i 15 more rows
#> # i 2 more variables: species <chr>, faction <chr>
#> # A tibble: 60 x 3
#> from to weight
#> <int> <int> <int>
#> 1 1 2 3
#> 2 1 3 17
#> 3 1 9 1
#> 4 1 4 14
#> 5 1 10 1
#> 6 1 11 4
#> # i 54 more rows
#>
#> $`Episode V`
#> # A labelled, weighted, undirected network of 21 nodes and 55 ties
#> # A tibble: 21 x 11
#> name height mass hair_color skin_color eye_color birth_year sex homeworld
#> <chr> <int> <dbl> <chr> <chr> <chr> <dbl> <chr> <chr>
#> 1 R2-D2 96 32 <NA> white, bl~ red 33 none Naboo
#> 2 CHEWB~ 228 112 brown unknown blue 200 male Kashyyyk
#> 3 LUKE 172 77 blond fair blue 19 male Tatooine
#> 4 HAN 180 80 brown fair brown 29 male Corellia
#> 5 RIEEK~ NA NA <NA> <NA> <NA> NA <NA> <NA>
#> 6 LEIA 150 49 brown light brown 19 fema~ Alderaan
#> # i 15 more rows
#> # i 2 more variables: species <chr>, faction <chr>
#> # A tibble: 55 x 3
#> from to weight
#> <int> <int> <int>
#> 1 1 2 5
#> 2 1 7 10
#> 3 1 3 7
#> 4 1 4 4
#> 5 1 6 5
#> 6 1 21 1
#> # i 49 more rows
#>
#> $`Episode VI`
#> # A labelled, weighted, undirected network of 20 nodes and 55 ties
#> # A tibble: 20 x 11
#> name height mass hair_color skin_color eye_color birth_year sex homeworld
#> <chr> <int> <dbl> <chr> <chr> <chr> <dbl> <chr> <chr>
#> 1 R2-D2 96 32 <NA> white, bl~ red 33 none Naboo
#> 2 CHEWB~ 228 112 brown unknown blue 200 male Kashyyyk
#> 3 JERJE~ NA NA <NA> <NA> <NA> NA <NA> <NA>
#> 4 DARTH~ 202 136 none white yellow 41.9 male Tatooine
#> 5 C-3PO 167 75 <NA> gold yellow 112 none Tatooine
#> 6 BIB F~ 180 NA none pale pink NA male Ryloth
#> # i 14 more rows
#> # i 2 more variables: species <chr>, faction <chr>
#> # A tibble: 55 x 3
#> from to weight
#> <int> <int> <int>
#> 1 1 2 8
#> 2 1 5 14
#> 3 1 12 2
#> 4 1 7 2
#> 5 1 8 8
#> 6 1 10 9
#> # i 49 more rows
#>
#> $`Episode VII`
#> # A labelled, weighted, undirected network of 27 nodes and 92 ties
#> # A tibble: 27 x 11
#> name height mass hair_color skin_color eye_color birth_year sex homeworld
#> <chr> <int> <dbl> <chr> <chr> <chr> <dbl> <chr> <chr>
#> 1 LUKE 172 77 blond fair blue 19 male Tatooine
#> 2 R2-D2 96 32 <NA> white, bl~ red 33 none Naboo
#> 3 CHEWB~ 228 112 brown unknown blue 200 male Kashyyyk
#> 4 BB-8 NA NA none none black NA none <NA>
#> 5 LOR S~ NA NA <NA> <NA> <NA> NA <NA> <NA>
#> 6 POE NA NA brown light brown NA male <NA>
#> # i 21 more rows
#> # i 2 more variables: species <chr>, faction <chr>
#> # A tibble: 92 x 3
#> from to weight
#> <int> <int> <int>
#> 1 2 3 1
#> 2 2 4 2
#> 3 3 4 9
#> 4 2 18 2
#> 5 3 9 20
#> 6 3 11 13
#> # i 86 more rowsThe network for each episode may be extracted and used separately,
eg. ison_starwars[[1]] or ison_starwars$Episode I for Episode 1.
Gabasova, E. (2016). Star Wars social network.. doi:10.5281/zenodo.1411479