The movie dataset was created to assess Truth Discovery solutions, containing information about the Top 250 movies currently on IMDB. It contains values provided by 6 sources: OMDB, TMDB, Rotten Tomatoes, Allmovies.com, justwatch.com, and Metacritic. In total there are 1391 entries in the dataset. A line is comprised by: a Source ID that identifies the source, an IMDb ID that identifies the movie which the source is providing values for, a Movie Name which is self explanatory, a Genre for the movie, the movie's Rating, and lastly, the Duration of the movie.
It is important to note that a source is not required to provide all values simultaneously. There are instances where sources did not have information about a specific value, such as genre or rating. Likewise, a movie is not guaranteed to have always 6 sources providing information about it. There are cases where some sources did not have any registry about a given movie.
In order to assess Truth Discovery solutions, we require accurate data, designated as Golden Truth. In truth/ directory contains the golden truth for this dataset, which was obtained directly from IMDB. Each movie has its acurate Genre, Rating, and Duration present in the movie_trut.csv.