The package imdb helps you in downloading series and movie information from imdb (it uses the omdbi api). It has three functions one for basic information about series and a second one that also downloads synopsis, actors etc. A third function downloads information about movies.
A walkthrough in the vignette provides more information.
For now you will have to install using devtools::install_github("rmhogervorst/imdb")
To make calls to the API you need an API-key. go to https://www.omdbapi.com/apikey.aspx and register for a free key. You can make a 1000 calls per day with the free account.
Add the key to your .Renviron (~/.Renviron) file: add a line like 'OMDB_KEY = xxxkeyxxx' to the file.
Or use the function add_key_to_renviron from the package.
imdb has 4 functions:
- imdbSeries()
- enrichIMDB() and
- imdbMovies() and
- imdbTitleId()
With the function 'imdbSeries(seriesname = "name of series", seasons = number(s))' you can call up general information about series. Note that the api is does not really care about case. "Game of Thrones" or "game of thrones" or "gAmE oF tHrONes " is all fine.
library(imdb)
imdbSeries("game of thrones ")
#> Title Released Episode imdbRating
#> 1 Winter Is Coming 2011-04-17 1 9.0
#> 2 The Kingsroad 2011-04-24 2 8.8
#> 3 Lord Snow 2011-05-01 3 8.7
#> 4 Cripples, Bastards, and Broken Things 2011-05-08 4 8.8
#> 5 The Wolf and the Lion 2011-05-15 5 9.1
#> 6 A Golden Crown 2011-05-22 6 9.2
#> 7 You Win or You Die 2011-05-29 7 9.3
#> 8 The Pointy End 2011-06-05 8 9.1
#> 9 Baelor 2011-06-12 9 9.6
#> 10 Fire and Blood 2011-06-19 10 9.5
#> imdbID Season
#> 1 tt1480055 1
#> 2 tt1668746 1
#> 3 tt1829962 1
#> 4 tt1829963 1
#> 5 tt1829964 1
#> 6 tt1837862 1
#> 7 tt1837863 1
#> 8 tt1837864 1
#> 9 tt1851398 1
#> 10 tt1851397 1The command will return a data frame with Title, releasedate, episodenumber imdb-rating, imdb ID and season.
Would you like to know more about your series? Use the enrichIMDB command:
season2GOT <-imdbSeries("game of thrones", seasons = 2)
season2GOT_enriched <- enrichIMDB(season2GOT)The enrichIMDB command returns a seperate dataframe with imdbID, runtime, director, writer, actors, plot (complete synopsis), and votes per episode. It uses the imdbid of the episode to scour for more information. So if you'd like to know how many times Jon Snow appears in the synopsis, or how many times Peter Dinklage plays in season 2, you can now search for it.
grep("Jon", season2GOT_enriched$plot)
#> [1] 2 6 7 8 10
grep("Peter Dinklage", season2GOT_enriched$actors)
#> [1] 1 2 3 4 5 6 7 8 9 10Combining the information from the two dataframes can also be very useful.
library(ggplot2)
suppressPackageStartupMessages(library(dplyr))
GOTall<-imdbSeries("game of Thrones", 1:6)
GOT <-left_join(GOTall, enrichIMDB(GOTall), by = "imdbID")
ggplot(GOT, aes(Episode, imdbRating)) +
geom_smooth(aes(color = as.factor(Season)),se = FALSE , alpha = 1/10)+
geom_point(aes(color = as.factor(Season), size = votes))+
ggtitle("Rating per episode of GoT, \ncolored by season\nwith smoothlines")I'm always looking for people to help me improve my work. Contact me directly, use an issue, fork me or submit a pull request.
