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Dark Matter TV Shows and Movies Metadata
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About
A catalogue detailing television dramas and films accessible on the Dark Matter TV streaming platform, captured during May 2022 and specific to the United States region. This data set was compiled to list all available titles and facilitate detailed content analysis for identifying interesting patterns and facts. It comprises two related files, detailing over one thousand unique streaming titles and metadata, alongside over thirteen thousand credits for actors and directors associated with that content.
Columns
The data is divided across two files:
titles.csv (Title Metadata)
id: The unique title identifier associated with JustWatch.title: The name of the movie or show.show_type: Specifies if the content is a TV show or a movie.description: A short synopsis of the content.release_year: The year the title was released.age_certification: The official age rating or certification.runtime: The duration of the film or the episode length for a show.genres: A list specifying the categories of the content.production_countries: A list of the nations involved in producing the title.seasons: The total number of seasons available, relevant only for TV shows.imdb_id: The identifier for the title on IMDB.imdb_score: The user score from IMDB.imdb_votes: The total number of votes received on IMDB.tmdb_popularity: The measure of popularity on TMDB.tmdb_score: The user score from TMDB.
credits.csv (Cast and Crew)
person_ID: The unique identifier for the person on JustWatch.id: The associated title ID (linking back totitles.csv).name: The real name of the actor or director.character_name: The name of the role played (for actors).role: Specifies the person's role (ACTOR or DIRECTOR).
Distribution
The data is delivered in two CSV files containing over 1000 unique titles and over 13,000 entries detailing cast and crew relationships. Metadata fields like Title ID, Real Name, and Role are fully populated. The Character Name field contains approximately 13% missing values.
Usage
This data is ideal for several analytical tasks, including developing content-based recommender systems using the genre lists and descriptive text. It is suitable for identifying the primary types of content available on the streaming platform and performing network analysis centred on the relationships between cast and directors. Furthermore, it supports exploratory data analysis aimed at uncovering interesting insights into the catalog's composition and audience reception scores.
Coverage
The scope of this data is limited to content listed on the Dark Matter TV streaming service as available within the United States. The collection date for this material was May 2022. The data is anticipated to be updated annually.
License
CC0: Public Domain
Who Can Use It
- Data Scientists: For training recommender system algorithms and conducting content classification studies.
- Media Analysts: For benchmarking content libraries against other streaming services (e.g., Netflix, Hulu, Disney+, Amazon Prime).
- Academic Researchers: For analysing production trends, cast networks, and audience scoring metrics in the streaming media sector.
Dataset Name Suggestions
- Dark Matter Streaming Content Catalogue
- Dark Matter TV Shows and Movies Metadata
- Titles and Credits for Dark Matter TV
- US Streaming Content Library 2022
Attributes
Original Data Source: Dark Matter TV Shows and Movies Metadata
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