Movie information and user ratings from IMDB.com (long format).
Format
A data frame with 1,579 rows and 8 variables
title. Title of the movie.
year. Year of release.
budget. Total budget (if known) in US dollars
length. Length in minutes.
rating. Average IMDB user rating.
votes. Number of IMDB users who rated this movie.
mpaa. MPAA rating.
genre. Different genres of movies (action, animation, comedy, drama, documentary, romance, short).
Details
Modified dataset from ggplot2movies package.
The internet movie database, https://imdb.com/, is a website devoted to collecting movie data supplied by studios and fans. It claims to be the biggest movie database on the web and is run by amazon.
Movies were are identical to those selected for inclusion in movies_wide but this dataset has been constructed such that every movie appears in one and only one genre category.
Examples
dim(movies_long)
#> [1] 1579 8
head(movies_long)
#> # A tibble: 6 × 8
#> title year length budget rating votes mpaa genre
#> <chr> <int> <int> <dbl> <dbl> <int> <fct> <fct>
#> 1 Shawshank Redemption, The 1994 142 25 9.1 149494 R Drama
#> 2 Lord of the Rings: The Return o… 2003 251 94 9 103631 PG-13 Acti…
#> 3 Lord of the Rings: The Fellowsh… 2001 208 93 8.8 157608 PG-13 Acti…
#> 4 Lord of the Rings: The Two Towe… 2002 223 94 8.8 114797 PG-13 Acti…
#> 5 Pulp Fiction 1994 168 8 8.8 132745 R Drama
#> 6 Schindler's List 1993 195 25 8.8 97667 R Drama
dplyr::glimpse(movies_long)
#> Rows: 1,579
#> Columns: 8
#> $ title <chr> "Shawshank Redemption, The", "Lord of the Rings: The Return of …
#> $ year <int> 1994, 2003, 2001, 2002, 1994, 1993, 1977, 1980, 1968, 2002, 196…
#> $ length <int> 142, 251, 208, 223, 168, 195, 125, 129, 158, 135, 93, 113, 108,…
#> $ budget <dbl> 25.0, 94.0, 93.0, 94.0, 8.0, 25.0, 11.0, 18.0, 5.0, 3.3, 1.8, 5…
#> $ rating <dbl> 9.1, 9.0, 8.8, 8.8, 8.8, 8.8, 8.8, 8.8, 8.7, 8.7, 8.7, 8.7, 8.6…
#> $ votes <int> 149494, 103631, 157608, 114797, 132745, 97667, 134640, 103706, …
#> $ mpaa <fct> R, PG-13, PG-13, PG-13, R, R, PG, PG, PG-13, R, PG, R, R, R, R,…
#> $ genre <fct> Drama, Action, Action, Action, Drama, Drama, Action, Action, Dr…