Long-format bipartite table linking actors to movies in
movies. Pre-filtered to the 624 actors who appear in at
least two movies, so all similarity measures compute instantly.
Pass field = "actor" and by = "tconst" to
cooccurrence to build an actor co-appearance network.
Format
A data frame with 1,267 rows and 7 variables:
- actor
Actor name.
- tconst
IMDB title identifier linking to
movies.- primaryTitle
Movie title.
- startYear
Release year (integer).
- decade
Release decade as a character string.
- genres
Comma-separated genre labels for the linked movie.
- averageRating
IMDB average user rating for the linked movie.
Examples
head(actors)
#> actor tconst primaryTitle startYear decade
#> 24 Phil Harris tt0065421 The Aristocats 1970 1970s
#> 25 Larry Clemmons tt0065421 The Aristocats 1970 1970s
#> 26 Paul Winchell tt0065421 The Aristocats 1970 1970s
#> 34 Sterling Holloway tt0065421 The Aristocats 1970 1970s
#> 37 Scatman Crothers tt0065421 The Aristocats 1970 1970s
#> 43 Vito Scotti tt0065421 The Aristocats 1970 1970s
#> genres averageRating
#> 24 Adventure,Animation,Comedy 7.1
#> 25 Adventure,Animation,Comedy 7.1
#> 26 Adventure,Animation,Comedy 7.1
#> 34 Adventure,Animation,Comedy 7.1
#> 37 Adventure,Animation,Comedy 7.1
#> 43 Adventure,Animation,Comedy 7.1
cooccurrence(actors, field = "actor", by = "tconst", similarity = "jaccard")
#> # cooccurrence: 624 nodes, 4353 edges | density: 0.0224 | mean degree: 13.9519 | 401 transactions
#> # similarity: jaccard | counting: full
#> # possible edges: 194376 | isolates: 34
#> # top nodes: Dawn Michelle King(deg=66,str=24.67), Ricki Lander(deg=66,str=24.67), Brad Rea(deg=66,str=24.67), Kevin LaRosa II(deg=66,str=24.67), Michael Runyard(deg=66,str=24.67)
#> from to weight count
#> Anson Antony Antony Varghese 1 2
#> Catalina Harabagiu Cerasela Iosifescu 1 2
#> Ben Hernandez Bray Chris Ingersoll 1 2
#> Bruce Seifert Chris Sanders 1 2
#> Christiant D'Alberto Chuck Mathews 1 2
#> Christiant D'Alberto Claire Koonce 1 2
#> Chuck Mathews Claire Koonce 1 2
#> Akihiko Sugizaki Daisuke Ryû 1 2
#> Alicia Aguilera Dane Anderson 1 2
#> Adi Granov David Marten 1 2
#> # ... 4343 more edges